diff --git a/docs/source/apps/supermarq/qcvv/qcvv_css.ipynb b/docs/source/apps/supermarq/qcvv/qcvv_css.ipynb index 5d95985c7..a1650db66 100644 --- a/docs/source/apps/supermarq/qcvv/qcvv_css.ipynb +++ b/docs/source/apps/supermarq/qcvv/qcvv_css.ipynb @@ -39,7 +39,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -48,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -72,7 +72,6 @@ "from collections.abc import Sequence\n", "from typing import Iterable\n", "from tqdm.contrib.itertools import product\n", - "import pandas as pd\n", "\n", "import cirq\n", "\n", @@ -150,13 +149,13 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d0a2fc00ecd942ae8a314b775c86a299", + "model_id": "a4e22525147a4e9cbf7cf387fa3d12c4", "version_major": 2, "version_minor": 0 }, @@ -170,7 +169,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e859ac8620b9443d9a5bcc06a7809974", + "model_id": "5962c4e73415496795cb6c503d02e994", "version_major": 2, "version_minor": 0 }, @@ -191,19 +190,19 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Estimated gate error: 0.009902908593895088\n" + "Estimated gate error: 0.010082232025699911\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -225,14 +224,14 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0.009902908593895088\n" + "0.010082232025699911\n" ] } ], @@ -250,7 +249,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -259,7 +258,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -290,6 +289,54 @@ "source": [ "As expected, since the Superstaq simulator is exact, we obtain a gate fidelity of 1.0\n" ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we can also use the QCVV library for devices that are not connected to Superstaq. In this\n", + "case we use the experiment object to generate the circuit samples and then once we have run these\n", + "circuits on our \"offline\" hardware, we can build a results objects from the bit-string counts and \n", + "analyze them.\n", + "\n", + "In this example we will use a simulator within the notebook to in-place of a quantum computer." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimated gate error: 0.009918419750281848\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "circuit_samples = experiment.samples\n", + "\n", + "records = {}\n", + "for sample in circuit_samples:\n", + " r = simulator.run(sample.circuit, repetitions=5000)\n", + " counts = r.histogram(key=cirq.measurement_key_name(sample.circuit))\n", + " records[sample.uuid] = counts\n", + "\n", + "offline_results = experiment.results_from_records(records)\n", + "offline_results.analyze()" + ] } ], "metadata": { diff --git a/docs/source/apps/supermarq/qcvv/qcvv_xeb_css.ipynb b/docs/source/apps/supermarq/qcvv/qcvv_xeb_css.ipynb index 13d290459..29f07c971 100644 --- a/docs/source/apps/supermarq/qcvv/qcvv_xeb_css.ipynb +++ b/docs/source/apps/supermarq/qcvv/qcvv_xeb_css.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -98,13 +98,13 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7f6094ace6ac4eeda409caca38a01bd2", + "model_id": "a037822cc32d4938b165c430d8b9a56a", "version_major": 2, "version_minor": 0 }, @@ -118,7 +118,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b71f8b1b38a24fd2833329fc30034bab", + "model_id": "433a97e150b84135acf3508357980d7e", "version_major": 2, "version_minor": 0 }, @@ -140,21 +140,21 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Estimated cycle fidelity: 0.96844 +/- 0.00013492\n", + "Estimated cycle fidelity: 0.96628 +/- 0.00052725\n", "Cycle depolarising error: 0.03176\n", - "Estimated cycle depolarising error: 0.03156\n" + "Estimated cycle depolarising error: 0.03372\n" ] }, { "data": { - "image/png": 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", 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", 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", + "image/png": 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", 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" ] @@ -201,13 +201,13 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c4686339e7974b92821607aa09209225", + "model_id": "d5e5364eaf894fabaf37ddd134ff461c", "version_major": 2, "version_minor": 0 }, @@ -221,7 +221,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "6d0bf74ceff44e84b76ebf02062edfec", + "model_id": "cc11284451474e90aa354c01a3e32f89", "version_major": 2, "version_minor": 0 }, @@ -240,21 +240,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Estimated cycle fidelity: 0.99244 +/- 0.0001177\n", + "Estimated cycle fidelity: 0.99245 +/- 0.00016619\n", "Single qubit pauli error: 0.00500\n", - "Estimated single qubit pauli error: 0.00505\n" + "Estimated single qubit pauli error: 0.00504\n" ] }, { "data": { - "image/png": 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", + "image/png": 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51alTBzt37sSwYcMwcOBALFiwAI0aNUJqairu3r2Lp0+fIjk5GQqFQuO4hg0bom3btrh48SKsra3Rs2fPIt//k08+wfLlyzFt2jR06dIFLVq0QO3atZGYmIhbt25BqVQWeZWoIC0tLfzyyy/o3r075syZg40bN6JRo0awtLREYmIibt68ifj4eKxZswbt2rX7z8958uTJOHLkCC5cuIBatWqhS5cuUCqVOHXqFD799FNIpdJCKxPUqlULP/74IwYPHoy+ffuiVq1aqFevHvT09PD8+XNcv34dmZmZuHHjRqGru0OGDMHBgwdx5swZuLq64sWLFzh37hwYY1i/fr3G/nK5HD169MDhw4fRuHFjNGvWDHK5HO3atdMIa4SQjyBmfwxSueF1D6F3feT3vPqvPmGnT59+6zkcHByK3Hb27Fn27bffMltbWyaTyZiZmRlr1KgR8/HxKdRRPC8vj61atYrVr1+faWtrMysrKzZkyBAWFRUl9L56s99Rfp+wD/EhfcIYY+zff/9l3bp1Y0ZGRozjuGL3YSr4dTx8+DBr06YN09XVZUZGRuybb75hoaGhbz32xo0bzM3NjTk4ODC5XM6MjY2Zi4sLGzlyJPv99981+oG97Wv1Pm7dusW+++47Zmdnx2QyGbO0tGTt2rVjq1at0mgyWpC/vz8DwPz8/P7z/c+dO8d69+7NLC0tmUwmYzY2NuzTTz9l27Zt09jvbR3zGXvVLHbRokWsWbNmTF9fn2lrazNHR0fWvXt3tmnTpmL3oGOMsczMTObn58eqV6/O5HI5c3R0ZDNnzmRKpfKdf8fCw8PZmDFjWO3atZm2tjYzMDBgdevWZQMHDmQHDhwoslnr3Llz2b1799g333zDTExMmI6ODmvTps1be8HFxcWxoUOHMmtrayaVSgv9nX3X99/H9LUjpKrgGHvLI1+EkEpj+PDh2LVrF06fPq2xJmVlwBhDvXr18PDhQ4SHhxe5KHpVFxISghEjRmDu3LmF1mclhIiH5oQRQiq0n3/+GQ8ePMAXX3xBAYwQUqHQnDBCSIU0atQopKSk4Pfff4dUKsX8+fPFLokQQt4LhTBCSIW0fft2aGlpoXbt2liwYAGaN28udkmEEPJeaE4YIYQQQogIaE4YIYQQQogIKIR9AMYY0tLS3rqWICGEEELIf6EQ9gHS09NhZGSE9PR0sUshhBBCSAVFIYwQQgghRAQUwgghhBBCREAhjBBCCCFEBBTCCCGEEEJEQCGMEEIIIUQEFMIIIYQQQkRAIYwQQgghRAQUwgghhBBCREAhjBBCCCFEBBTCCCGEEEJEQCGMEEIIIUQEFMIIIYQQQkRAIYwQQgghRAQUwgghhBBCRKAldgGEEEJIecTzPMJCQ5GSnAxjExM4u7hAIqFrF6TkUAgjhBBC3nDl4kWEBAUhKiICKpUKMpkMjk5OGO7lhVZt24pdHqkkKNITQgghBVy5eBGL/f3xKCwM2jo6MDM3h46uLh6FhWGxvz+uXLwodomkkqAQRgghhLzG8zxCgoKQlZkJc0tLpKWk4Fl0NOQyGSysrJCVmYmQoCDwPC92qaQSoBBGCCGEvBYWGoqoiAgYGhvjZUICkl6+RFZmJqKfPAHP8zA0NkZURATCQkPFLpVUAhTCCCGEkNdSkpOhUqmQkZ6OxIQEYTz/ypdcLodKpUJKcrJYJZJKhCbmE0IIIa8Zm5hAlZuLtNRUYUyuUKC6oyOkUilycnIgk8lgbGIiYpWksqArYYQQQshrUY8fawQwmUyG6o6O0NLSAmMMaSkpcHRygrOLi4hVksqCroQRQgghAE7/+SfmTpsmvJZIJLCytRWugKWlpEBXXx/DvbyoXxgpERTCCCGEVHn/nD+PGRMmQK1WAwAMDAzgVLs24mJjkZiQAJlMhtrOztQnjJQoCmGEEEKqtBtXr8LXywuq3FwAgIGhIYL37kWtunWpYz4pVRTCCCGEVFn37tzBBHd35OTkAAB0dHWxYccO1KlXDwBQv2FDMcsjlRxFekIIIVXS44cP4TNiBDIyMgAACoUCa7duRaOmTUWujFQVlSKEbdq0CY6OjtDW1oarqyuuXLnyzv3Xrl2LunXrQkdHB/b29pg0aZLwWxAhhJDKLzoqCt7Dhgn9vrS0tLB80ya0bNNG5MpIVVLhQ9j+/fvh6+uLuXPn4vr162jcuDG6d++O+Pj4Ivffu3cvZsyYgblz5+L+/fvYvn079u/fj5kzZ5Zx5YQQQsQQGxOD0UOHCs1YJRIJFq1ejQ6dO4tcGalqOMYYE7uIj+Hq6oqWLVti48aNAF51Nba3t8e4ceMwY8aMQvv7+Pjg/v37OHXqlDA2efJkXL58GefPny/WOdPS0mBkZITU1FQYGhqWzCdCCCGk1L1MTMSogQPxJDJSGJu7bBm+6ddPxKpIVVWhr4Tl5ubi2rVr6Nq1qzAmkUjQtWtXXLp0qchj2rZti2vXrgm3LCMiIvDHH3/giy++eOt5lEol0tLSND4IIYRULKkpKfAeNkwjgE2bM4cCGBFNhX46MjExEWq1GlZWVhrjVlZWCAsLK/KYwYMHIzExEe3btwdjDHl5eRg9evQ7b0cGBARg/vz5JVo7IYSQspOZkYFxI0ci/MEDYWzs5MkY6OYmYlWkqqvQV8I+xJkzZ7BkyRJs3rwZ169fx8GDB3HkyBEsXLjwrcf4+fkhNTVV+Hj69GkZVkwIIeRjZGdnY6KnJ+7euiWMjRg9Gu5jxohYFSEV/EqYubk5pFIp4uLiNMbj4uJgbW1d5DGzZ8/G0KFDMWrUKABAw4YNkZmZCU9PT8yaNavIRnwKhQIKhaLkPwFCCCGlSpWbi2ljx+La5cvC2IChQ+EzZYqIVRHySoW+EiaXy9G8eXONSfY8z+PUqVNo85bHjLOysgoFLalUCgCo4M8oEEIIKSAvLw8zJ03ChbNnhbGeffpg6pw54DhOxMoIeaVCXwkDAF9fX7i5uaFFixZo1aoV1q5di8zMTIwYMQIAMGzYMNjZ2SEgIAAA0LNnT6xevRpNmzaFq6srwsPDMXv2bPTs2VMIY4QQQio2nuex0M8Pp44dE8Y+7dEDswMCaOkhUm5U+BA2YMAAJCQkYM6cOYiNjUWTJk1w7NgxYbJ+dHS0xjecv78/OI6Dv78/nj9/DgsLC/Ts2ROLFy8W61MghBBSghhjWLFgAQ4fPCiMtfvkEyxZswZaWhX+xx6pRCp8nzAxUJ8wQggpvzasWIGdgYHC6+aurtiwYwe0tbVFrIqQwuiaLCGEkEpj++bNGgGsQePGWLt1KwUwUi5RCCOEEFIp/BgSgk2rVgmva9Wtiw07dkBPX1/Eqgh5OwphhBBCKrxff/4ZKwr0e3SoUQNbdu+GkbGxeEUR8h8ohBFCCKnQ/jxyBAv9/ITXNnZ22LJ7N8zMzUWsipD/RiGMEEJIhXXur7/g7+sLnucBAOYWFtiyezesbW1FroyQ/0YhjBBCSIV05eJFTBs7Fnl5eQAAYxMTbNm9G9UdHcUtjJBiohBGCCGkwrl94wYmeXkhNzcXAKCvr4+NO3eiZp06IldGSPFRCCOEEFKhPLh3Dz4jRiA7KwsAoK2tjXXbt6N+w4YiV0bI+6EQRgghpMKIfPwYY9zckJGeDgCQyeVYHRSEpi1aiFwZIe+PQhghhJAK4fnTp/AeNgzJSUkAAKlUiqXr1qF1+/YiV0bIh6EQRgghpNyLj43F6KFDER8bCwDgOA4LVq5E588+E7kyQj4chTBCCCHlWvLLlxg9bBieP30qjM1cuBCff/21iFUR8vEohBFCCCm30tPSMGb4cEQ9fiyMTfLzQ99Bg0SsipCSQSGMEEJIuZSVmYlxI0fiwb17wpjn+PEYOmqUiFURUnIohBFCCCl3lEolJnl54faNG8LYd+7u8Bo/XsSqCClZFMIIIYSUKyqVCtPHjcO/ly4JY30GDsQkPz9wHCdiZYSULAphhBBCyg21Wo05U6bg3KlTwtjn33wDvwULKICRSodCGCGEkHKBMYYl/v44/vvvwljnbt0wf/lySKVSESsjpHRQCCOEECI6xhhWLV6MQwcOCGOtO3RAwLp10NLSErEyQkoPhTBCCCGiC1y7Fnt37hReN2nRAqu2bIFcoRCxKkJKF4UwQgghotq1dSuCN24UXtdr0ADrtm2Djo6OiFURUvoohBFCCBHNT3v2YN2yZcJrp9q1sSkkBAYGBiJWRUjZoBBGCCFEFL8fOoSAOXOE19WqV8eW3bthbGIiYlWElB0KYYQQQsrcqePHMW/aNOG1lbU1An/4ARaWliJWRUjZohBGCCGkTF04exZ+EyaA53kAgKmZGbZ8/z1s7exEroyQskUhjBBCSJm5duUKpnh7I0+lAgAYGBpi8+7dcHRyErkyQsoehTBCCCFlIvT2bUz08IBSqQQA6OrpYePOnajj7CxyZYSIg0IYIYSQUvfowQOMHT4cmRkZAACFQoG1W7eiYZMm4hZGiIgohBFCCClV0ZGRGDNsGNJSUwEAWjIZVmzahBatW4tcGSHiohBGCCGk1LyIicHoYcPwMjERACCRSLBkzRq079xZ5MoIER+FMEIIIaUiMSEBo7/7DrExMcLY3KVL0fXzz0WsipDyg0IYIYSQEpeSnIwxw4bh6ZMnwtj0efPQs29fEasipHyhEEYIIaREZaSnw2fECIQ/fCiMjZs6FQOGDhWxKkLKHwphhBBCSkx2djYmenri3p07wthIb2+MGD1axKoIKZ8ohBFCCCkRuUolpnh74/qVK8LYIDc3jJ08WcSqCCm/KIQRQgj5aHl5efCbOBGX/v5bGPu6Xz9M9vcHx3EiVkZI+UUhjBBCyEfheR7zp0/H6T//FMa6ffEFZi9ZAomEfswQ8jb03UEIIeSDMcawdO5cHPnlF2GsfefOWLRqFaRSqXiFEVIBUAgjhBDyQRhjWLdsGX7eu1cYa9G6NZZv3AiZXC5iZYRUDBTCCCGEfJBtGzdid3Cw8LpBkyZYExQEbW1tEasipOKgEEYIIeS97dm5E1vWrhVe16lXDxt37ICevr54RRFSwVAII4QQ8l4O7d+PVYsWCa8dnZywOSQEhkZGIlZFSMVDIYwQQkixHT98GItmzRJe21arhi27d8PU3FzEqgipmCiEEUIIKZazp05h9pQpYIwBACysrBD4/fewsrERuTJCKiYKYYQQQv7T5QsXMN3HB3l5eQAAY1NTbNm1C9WqVxe5MkIqLgphhBBC3unWtWuY5OWF3NxcAIC+gQE2h4TAqXZtkSsjpGKjEEYIIeSt7t+9i3Hu7sjJzgYA6OjqYsP27XB2cRG5MkIqPgphhBBCihTx6BHGjhiBjPR0AIBcLsfqwEA0bt5c5MoIqRwohBFCCCnkWXQ0vN3ckJKUBACQSqVYtnEjXNu1E7kyQioPCmGEEEI0xL14gdFDhyIhLg4AwHEcFq5ciU8+/VTkygipXCiEEUIIESQlJsJ72DDEPHsmjPkvXoweX38tYlWEVE4UwgghhAAA0lJTMWb4cERFRAhjk/390XvAABGrIqTyohBGCCEEWZmZGOfujof37wtj3hMnYsiIESJWRUjlRiGMEEKquJycHEz09MSdGzeEsWEeHhjl4yNiVYRUfhTCCCGkClPl5mKajw+u/vOPMPbtkCGYMH06OI4TsTJCKj8KYYQQUkWp1Wr4T56M86dPC2Nf9uqF6fPmUQAjpAxQCCOEkCqI53ksmjULJ/74Qxjr/NlnmLtsGSQS+tFASFmg7zRCCKliGGNYuXAhfv3pJ2GsTYcOCFi7FlpaWiJWRkjVUilC2KZNm+Do6AhtbW24urriypUrb923U6dO4Diu0MeXX35ZhhUTQoh4Nq9ejX27dwuvm7ZsiZVbtkCuUIhYFSFVT4UPYfv374evry/mzp2L69evo3HjxujevTvi4+OL3P/gwYN48eKF8HH37l1IpVJ8++23ZVw5IYSUvZCgIGzfvFl4Xb9hQ6wLDoaOjo6IVRFSNXGMMSZ2ER/D1dUVLVu2xMaNGwG8mudgb2+PcePGYcaMGf95/Nq1azFnzhy8ePECenp6xTpnWloajIyMkJqaCkNDw4+qnxBCysr+77/HsnnzhNe16tTB1r17YWxiIl5RhFRhFfpKWG5uLq5du4auXbsKYxKJBF27dsWlS5eK9R7bt2/HwIED3xnAlEol0tLSND4IIaQiOfy//2kEMHsHB2zevZsCGCEiqtAhLDExEWq1GlZWVhrjVlZWiI2N/c/jr1y5grt372LUqFHv3C8gIABGRkbCh729/UfVTQghZenk0aOYX+DOgLWNDbZ8/z3MLSxErIoQUqFD2Mfavn07GjZsiFatWr1zPz8/P6SmpgofT58+LaMKCSHk45w/fRozJ00Cz/MAADNzc2z5/nvY2tmJXBkhpEI/i2xubg6pVIq4uDiN8bi4OFhbW7/z2MzMTOzbtw8LFiz4z/MoFAoo6KkhQkgFc+3yZUwdOxZ5KhUAwNDICJt27YJDjRoiV0YIASr4lTC5XI7mzZvj1KlTwhjP8zh16hTatGnzzmN/+uknKJVKfPfdd6VdJiGElLk7N29igocHlEolAEBPXx+bQkJQx9lZ5MoIIfkq9JUwAPD19YWbmxtatGiBVq1aYe3atcjMzMSIESMAAMOGDYOdnR0CAgI0jtu+fTt69eoFMzMzMcomhJBS8zAsDONGjkRWZiaAV1fz1wYHw6VRI5ErI4QUVOFD2IABA5CQkIA5c+YgNjYWTZo0wbFjx4TJ+tHR0YWW4Hjw4AHOnz+PP//8U4ySCSGk1ERFRGDMsGFIS00FAGjJZFgVGIjm/zH3lRBS9ip8nzAxUJ8wQkh5FPPsGdwHDEDc66fDpVIplm7YgE+7dxe5MkJIUSr0nDBCCCGvJMTHY/TQoUIAA4C5y5ZRACOkHKMQRgghFVxyUhK8hw3Ds+hoYcxvwQJ81bu3iFURQv4LhTBCCKnA0tPT4TNiBCIePRLGJkyfjm+HDBGxKkJIcVAII4SQCio7KwsTRo3C/bt3hTEPHx+4eXqKWBUhpLgohBFCSAWUq1Risrc3bl69KowNHjECoydOFK8oQsh7oRBGCCEVjEqlgt+ECfjn/HlhrHf//pg8axY4jhOxMkLI+6AQRgghFQjP85g3fTpOnzghjHX/6ivMXLSIAhghFQyFMEIIqSAYYwiYMwdHf/1VGPuka1csWLkSUqlUxMoIIR+CQhghhFQAjDGsDQjA/378URhr1bYtlq5fD5lMJmJlhJAPRSGMEEIqgOCNG/H99u3C68bNmmF1YCAUCoWIVRFCPgaFMEIIKed+2LEDgWvXCq+dXVywfvt26OrpiVcUIeSjUQgjhJBy7OC+fVi9eLHwukatWti0cycMaN1a0alycpCVnCx2GaQCoxBGCCHl1NHffsNif3/htZ29Pbbs2gUTMzMRqyIA8PLJE2z5+mvs8fICr1aLXQ6poCiEEUJIOXTmxAnMmTIFjDEAgKW1NQK//x6W1tYiV0ZCjx7F+m7d8Pz2bYSfO4dTa9aIXRKpoLTELoAQQoimf86fx/Tx46F+fYXFxNQUW3bvhp29vciVVW1qlQpHFy3C30FBGuPxjx5BrVZTmxDy3uhKGCGElCM3rl6F7+jRUOXmAgAMDA2xedcu1KhZU+TKqraU588R1KePZgDjOGgbGiL66lXsHDwY4QVWMCCkOCiEEUJIOXHvzh1McHdHTnY2AEBHVxcbduxA3fr1Ra6sanvw119Y160bnvz7rzAmkUphWr06TKpXh1xXFy/u3cPBqVMpiJH3QiGMEELKgccPH8JnxAhkZGQAAORyOdYEBaFR06YiV1Z1qfPycHzpUuwcMgRZSUnCuJa2NiydnaFjZASJRAKZjg4Mra2hzMjAmQ0bwPO8iFWTioTmhBFCiMiePnkCbzc3pLxud6ClpYXlmzahVdu2IldWdaXHx+NHb288vnBBGNNSKCDT0YGBhUWh+V8cx0HX2BgJ4eGIuXMH1Ro3LuuSSQVEV8IIIUREsTExGD10KBLj4wEAEokEC1etQscuXUSurOp6fOEC1n76qUYAs6hVC18tWAAtuRzSt6xSIFUooFapkFngqhkh70IhjBBCRPIyMRHew4bhxfPnwpj/kiXo/tVXIlZVdfE8j7/WrUPwt98iIyFBGG/cqxfGHTsG+yZNIJXJoFYqizxerVRCKpNBz9S0rEomFRzdjiSEEBGkpqRgjJsbnkRGCmNTZ89Gr2+/FbGqqiszKQn7fXzw4K+/hDGpXI6eCxagtZsbOI6DbcOGsKhVCy/u3YOhtjY4jhP2ZYwhKyUFNvXrw7ZhQzE+BVIB0ZUwQggpY5kZGRg3ciQehYUJY2N8fTFo+HDxiqrCnly9inXdumkEMNPq1THm8GG0GT5cCFsSiQSdxo2DQl8fabGxUGVng+d5qLKzkRYbC4W+PjqNGweJhH60kuKhvymEEFKGcnJyMMnTE3dv3RLGhnt5wX3MGBGrqpoYY/g7KAiBvXohtcAt4fo9emDcn38WObm+Vvv26LNiBWzq10duVhYy4uORm5UFm/r10WfFCtRq374sPwVSwXEsf00MUmxpaWkwMjJCamoqDGkRXUJIMalyc+E7ejQunD0rjPUfOhTT587VuLVFSl92aip+mjQJoX/8IYxJtLTwub8/Onh5/eefB8/ziLlzB5lJSdAzNYVtw4Z0BYy8N5oTRgghZSAvLw+zfH01AthXvXtj2pw5FMDK2PPbt/GDhweSnjwRxgxtbDAkKAiOrVoV6z0kEgm1oSAfjUIYIYSUMp7nsdDPDyePHhXGunTvjjlLl9LVkzLEGMPl77/H4dmzkVfgCcfanTph4MaN0Dc3F7E6UhVRCCOEkFLEGMPyBQtw+OBBYaxtx44IWLsWWlr0T3BZUWZm4uDUqbhZ4M+Bk0jQbepUdJ4wgcIwEQX9C0AIIaVo48qVOPD998LrZq1aYcXmzZDJ5SJWVbXE3r+PHzw9kfDokTCmb2GBQVu20ER6IioKYYQQUkq2b96MnYGBwmuXRo2wdutW6OjoiFhV1XLtwAEcmj4dqteLogOAU5s2GBQYCEMrKxErI4RCGCGElIofQ0KwadUq4XWtunWxcedO6BsYiFhV1aHKzsavs2bh3717NcY7T5iAblOnQkq3gkk5QH8LCSGkhP3y009YsXCh8Lq6oyO27N4NI2Nj8YqqQhIeP8YeDw+8uHdPGNM1McGADRvg3LWriJURoolCGCGElKA/jxzBopkzhdfWtrbY8v33MKMn78rE7d9+w8++vlBmZAhj9s2aYUhQEEzs7UWsjJDCKIQRQkgJ+fv0afj7+oLneQCAuYUFAr//Hja2tiJXVvnlKZU4Mn8+Lu7YoTHe3tMTn/v7Q4sehCDlEIUwQggpAf9euoSpY8YgLy8PAGBkbIzNu3ahuqOjuIVVAUnR0djj6YlnN28KYwoDA3y7Zg0afvWVeIUR8h8ohBFCyEe6feMGJnp6Ijc3FwCgp6+PTTt3olbduiJXVvnd//NP7B8/HtkpKcKYbcOG+C44GGYUgEk5RyGMEEI+wsP79zFu5EhkZ2UBALS1tbFu2zbUb9RI5MoqN3VeHo4HBODspk0a467DhqHnggWQaWuLVBkhxUchjBBCPlDk48fwHjYM6WlpAACZXI5VgYFo1rKlyJVVbqkvXuBHb29E/vOPMCbX1UWfFSvQtG9fESsj5P1QCCOEkA/w/OlTeA8bhuSkJACAVCrF0nXr0KZDB5Erq9wenTuHH729kfnypTBmWacOvtu2DVZ16ohYGSHvj0IYIYS8p4S4OHgPG4b42FgAAMdxmL9iBTp/9pnIlVVevFqNU2vW4NSqVWCMCePN+vVD72XLINfTE7E6Qj4MhTBCCHkPyS9fYvSwYXgWHS2MzVy4EF98842IVVVuGQkJ2Ofjg0dnzwpjWgoFvl68GK2GDAHHcSJWR8iHoxBGCCHFlJ6WhrEjRiAyPFwY8505E30HDRKxqsot8p9/sHf0aKS9vuoIAGY1auC74GDYNmggYmWEfDwKYYQQ8gae5xEWGoqU5GQYm5jA2cUFypwcjHd3R1hoqLCf5/jx+M7dXcRKKy+e53Fu82YcDwgAr1YL4w2/+gp9V6+GjqGhiNURUjIohBFCSAFXLl5ESFAQoiIioFKpIJPJUN3REWmpqRoB7Dt3d3iNHy9ipZVXVnIyDowfj/snTghjUpkMX86di7bu7nT7kVQaFMIIIeS1KxcvYrG/P7IyM2FobAwjuRxKpRI3rl6F6nUjVgDoPWAAJvn5URgoBU+vX8ceT08kP3smjBnb2WFIcDCqN2smYmWElDwKYYQQgle3v0KCgpCVmQkLKytwHAfGGJISEzUCWI+ePTFz4UIKYCWMMYaL27fjyPz5UKtUwrhz167ov3499ExNRayOkNJBIYwQQgCEhYYiKiIChsbGQgCLjYlBWmqqsI9CWxsD3dwglUpFrLTyyUlPx8++vrhz+LAwJpFK0X3GDHQcOxYSiUTE6ggpPRTCCCEEQEpyMlQqFYzkcjDGEB8bi5TkZGG7rp4etHV0kJGeLmKVlU9MaCj2eHggMSJCGDOwssLgwEA4tWkjYmWElD4KYYQQAsDYxAQymQy5ublIT01FUoGO7Dq6urCwsoIyJwfGJiYiVll5MMbw748/4teZM5GXkyOM1+rYEYM2bYK+hYWI1RFSNiiEEUIIAGcXFzg6OeH29evIer0YN/BqQe5q1asjKTERtZ2d4eziImKVlUNuZiYOzZiB6z/9JIxxHIdPfX3xqa8vJHS7l1QRFMIIIQSARCKBU61a+Of8eWFMrlDA0sYGSYmJ0NXXx3AvL5qf9JHiHj7EHg8PxD14IIzpmZpi4ObNqNOpk3iFESICCmGEEALgyC+/4Mddu4TXUqkUenp6yFUqUdvZGcO9vNCqbVsRK6z4bhw8iINTpiC3wJVGx1atMDgoCEY2NiJWRog4KIQRQqq8v44fx7xp04SFoa2srTFj/nzI5HKhYz5dAftwqpwc/D5nDv7ZvVtj/JMxY9Ddzw9SmUykyggRF4UwQkiVdvHcOcyYMAHq10vjmJqZYcv338PRyUnkyiqHl1FR+MHDAzF37ghjOkZG6L9+Pep37y5iZYSIj0IYIaTKunblCqZ4eyPvdXNQA0NDbN61iwJYCbn7xx/4aeJE5KSlCWPVGjfGkK1bYergIGJlhJQPFMIIIVVS6O3bmOjhgZzX7RF0dHWxcedO1KlXT+TKKr683FwcXbwY54OCNMbbjhyJL+fOhZZCIVJlhJQvFMIIIVXOw7AweA8bhsyMDACAQqHA2q1b0bBJE3ELqwRSnj/HHi8vRF+9KozJ9fTQb9UqNO7VS7zCCCmHSi2E5ebm4v79+0hISEBKSgqMjY1hYWGBevXqQS6Xl9ZpCSHknQ4fPIhFM2dCVWB9QseaNYVJ+eTDhZ06hf3jxiErKUkYs65XD99t2waLmjVFrIyQ8qlEH/dJSEjAihUr0KlTJxgbG6NZs2bo3r07BgwYgO7du6NZs2YwNjZGp06dsHLlSiQkJJTIeTdt2gRHR0doa2vD1dUVV65ceef+KSkpGDt2LGxsbKBQKFCnTh388ccfJVILIaT8Ovbbb1gwY4ZGALO0tkZifDwW+/vjysWLIlZXcanz8nB86VLsHDJEI4C1HDwYY48coQBGyFtwrAR+/QsPD8fs2bNx6NAh5ObmAgDMzc1Rt25dmJqawtDQEKmpqUhOTkZYWBhevl4ORC6Xo0+fPliwYAFq1ar1Qefev38/hg0bhsDAQLi6umLt2rX46aef8ODBA1haWhbaPzc3F+3atYOlpSVmzpwJOzs7PHnyBMbGxmjcuHGxzpmWlgYjIyOkpqbC0NDwg+omhJSt+Lg49OrSRZgDBgA2dnYwNjEBYwwJcXGo7eyMjTt3UjuK95AWF4cfvb0RUSDAynR00CsgAC0GDhSxMkLKv48OYT4+PggODoZarUbnzp0xePBgdOrUCTVq1HjrMRERETh9+jT27t2Ls2fPQiqVwtPTExs2bHjv87u6uqJly5bYuHEjAIDnedjb22PcuHGYMWNGof0DAwOxYsUKhIWFQfaBvWkohBFSsaSmpGBYnz54+uSJMGZlYwNTMzPhdU5ODrKzsrBy82bUb9hQjDIrnMcXLmDv6NHIKHBXw6JWLXwXHAxresCBkP/00SFMV1cXnp6emDZtGmxtbd/7+OfPn2P58uXYtm0bMjMz3+vY3Nxc6Orq4ueff0avAhM+3dzckJKSgl9//bXQMV988QVMTU2hq6uLX3/9FRYWFhg8eDCmT58O6VvWK1MqlVAqlcLrtLQ02NvbUwgjpALISE+H97BhCL19WxizsLKC+RsLRPM8j8SEBMxfvhxtO3Ys6zIrFJ7ncWb9evy5fDkYzwvjTXr3Rp8VK6DQ1xexOkIqjo+emB8REQFra+sPPt7Ozg7r1q2Dn5/fex+bmJgItVoNKysrjXErKyuEhYUVeUxERAT++usvDBkyBH/88QfCw8MxZswYqFQqzJ07t8hjAgICMH/+/PeujxAiruzsbEz09NQIYEYmJoUCGPDqlzqZTAZjE5OyLLHCyXz5Evt8fPDw9GlhTCqXo+eCBWjt5gaO40SsjpCK5aMnPrwZwB4+fFgi71NaeJ6HpaUltm7diubNm2PAgAGYNWsWAgMD33qMn58fUlNThY+nT5+WSa2EkA+nys3F1DFjcL3AgzrWNjaQSiSFnoRkjCEtJQWOTk5wdnEp61IrjCdXr2Jdt24aAcy0enWMOXwYbYYPpwBGyHsq8dmn7dq1w+XLl0v6bYtkbm4OqVSKuLg4jfG4uLi3hjobGxvUqVNH49ZjvXr1EBsbKzxU8CaFQgFDQ0OND0JI+ZWXlwe/iRNx8dw5Yaxn376Ys3Qp9PT1kRAXh5ycHPA8j5ycHCTExUFXXx/DvbxoUn4RGGM4FxiIwF69kBoTI4y7fP45xp84gWrFfKiJEKKpxP+1yczMxKefforff//9P/e9+JGPg8vlcjRv3hynTp0Sxniex6lTp9CmTZsij2nXrh3Cw8PBF5jH8PDhQ9jY2FD/MkIqAZ7nMX/6dPx1/Lgw1u2LLzAnIACt27fHrEWLUNvZGdlZWUhMSEB2VhZqOztj1sKFaNW2rYiVl0/Zqan4fuRIHJk3D3xeHgBAoqWFL+fNw9AdO6BjZCRyhYRUXCXSoqKgS5cu4euvv0Zqaiq2bNkCd3f3Qvvcvn0bs2bNwtGjR5H3+pv6Q+3fvx9ubm4ICgpCq1atsHbtWhw4cABhYWGwsrLCsGHDYGdnh4CAAADA06dP4eLiAjc3N4wbNw6PHj3CyJEjMX78eMyaNatY56SnIwkpnxhjWDpvHn764QdhrH3nzli1eTNkBX7J4nkeYaGhSElOhrGJCZxdXOgKWBGe3bqFPR4eSIqOFsaMbG0xOCgIji1bilgZIZVDiXfMb9OmDS5evIjPP/8cnp6eePbsmTDh/fHjx5g9ezYOHDggtJL4WAMGDEBCQgLmzJmD2NhYNGnSBMeOHRMm60dHR2v842pvb4/jx49j0qRJaNSoEezs7DBhwgRMnz79o2shhIiHMYYNK1ZoBLAWrq5YvnGjRgADAIlEQm0o3oExhn927cLhOXOgLjBNo07nzhi4cSP0CrT2IIR8uBK/EpYvISEBPXv2xL///ovhw4dDS0sLISEhUKlUsLOzg5+fHzw8PD64V5eY6EoYIeXPtk2bsHn1auF1gyZNsGXXLuhRu4T3oszIwMGpU3Hz0CFhjJNI0G3qVHSeMIGuGBJSgkothAFATEwMmjRpInTIt7a2xowZM+Dp6QmFQlFapy11FMIIKV/27tyJlYsWCa/r1KuHrXv2wJDmK72X2Pv38YOHBxLCw4UxfQsLDNqyBbXatxexMkIqp1L5lSY9PR0LFixAgwYNkJiYCI7jwBhDs2bN4OHhUaEDGCGkfPnlwAGNAObo5ITNISEUwN7Ttf37sfGLLzQCmFObNphw8iQFMEJKSYmHsCVLlqBGjRqYP38+lEolpk6dimfPnmHAgAE4cuQIunTpIlwZI4SQj3H88GEsnDlTeG1brRq27N4NU3NzEauqWFTZ2fjZ1xcHJkyAKjtbGO88YQJG/fQTDN9ohk0IKTklfjtSIpFAJpPB3d0ds2fPho2NjbBtypQpWL16NWrXro1jx469c33J8oxuRxIivrOnTmHqmDHCE9bmlpbYvm8f7B0cRK6s4kh4/Bh7PDzw4t49YUzXxAQDNmyAc9euIlZGSNVQ4lfCBg8ejPv372Pz5s0aAQwAVq5ciTVr1iA8PBxt27bF1atXS/r0hJAq4PKFC5ju4yMEMGNTUwTu3k0B7D3c+vVXrP/sM40AVr15c0w4eZICGCFlpFQn5r/NTz/9hKFDh0IulyMtLa2sT//R6EoYIeK5df06xri5ITsrCwCgr6+PoD17UK9BA5ErqxjylEocmT8fF3fs0Bhv7+mJz/39oUVNqwkpMyXeJ6w4vv32W1hZWaFXr15inJ4QUgHxPI9jhw9j8axZyH49d0lbRwfrt2+nAFZMSU+eYI+nJ57duiWMaRsa4tu1a9Hgiy9ErIyQqkm0hi8dO3bEhQsXxDo9IaQCuXLxItwHDMDsKVOEAMZxHLzGj0eTFi1Erq5iuHf8ONZ/9plGALNt2BDj//yTAhgpNWfOnAHHcUhJSSm1czg6OmLt2rWl9v75oqKiwHEcbt68WWLv+dEhLDQ09IOPrVevXom8DyGk8rpy8SLmT5+O2zdvghVY81VfXx8H9+3DlY9cg7ayU6tU+GPBAuxyc0N2aqow3nrYMIw5fBhmjo7iFUdIOTV8+PAyuVv30SGsUaNGGDRoEG7fvv1Bx9+4cQP9+/dH48aNP7YUQkglw/M8tq5fj7jYWI0AZlutGuyqV0dWZiZCgoLAF9hG/l9KTAy29u2Ls5s3C2NyXV0M3LwZvZcvh0xbW8TqCCEfHcLmzp2LI0eOoGnTpmjSpAmWLVuGf/75B0qlssj9c3JycOnSJQQEBKBhw4Zo0aIFjh07JqwvSQgh+S5fuIBbN25ohCxrW1sYGRuD4zgYGhsjKiICYXQlvZCHZ85gfdeuiLpyRRizqlsX444fR9M+fUSsjJRHPM9j+fLlqFWrFhQKBapXr47FixejS5cu8PHx0dg3ISEBcrkcp06dAgAolUpMnz4d9vb2UCgUqFWrFrZv3/7Wc50/fx4dOnSAjo4O7O3tMX78eGRmZharzvj4ePTs2RM6OjqoUaMG9uzZU2iflJQUjBo1ChYWFjA0NESXLl1wq8Bt+Hnz5qFJkyYICgqCvb09dHV10b9/f6S+vlI8b9487Nq1C7/++is4jgPHcThz5oxwfEREBDp37gxdXV00btwYly5dKlbtRfnoiflz5szB6NGjsXjxYuzevRt+fn7gOA5aWlqwt7eHiYkJDAwMkJ6ejqSkJDx9+hRqtRqMMRgZGWHChAnw8/ODhYXFx5ZCCKlE0tPSEDBnDtSv21AAgKW1NUxMTYXXcrkcaampSElOFqPEcolXq3Fy1Sr8tWYNCj783uzbb9F76VLI9fRErI6UV35+fggODsaaNWvQvn17vHjxAmFhYRg1ahR8fHywatUqYbWbH374AXZ2dujSpQsAYNiwYbh06RLWr1+Pxo0bIzIyEomJiUWe5/Hjx+jRowcWLVqEHTt2ICEhAT4+PvDx8cHOnTv/s87hw4cjJiYGp0+fhkwmw/jx4xEfH6+xz7fffgsdHR0cPXoURkZGCAoKwqeffoqHDx/C9PW/H+Hh4Thw4AAOHz6MtLQ0uLu7Y8yYMdizZw+mTJmC+/fvIy0tTajJ1NQUMTExAIBZs2Zh5cqVqF27NmbNmoVBgwYhPDwcWlofEKlYCcrKymIhISGsX79+zNramnEcV+jDxsaG9e/fn+3atYtlZ2eX5OnLTGpqKgPAUlNTxS6FkEopMyODDevblzV1chI+urVuzQZ//bXGR5/PPmOft2/PQm/fFrvkciEtPp5t7dePTbOyEj5mOjiwyz/8wHieF7s8Uk6lpaUxhULBgoODC23Lzs5mJiYmbP/+/cJYo0aN2Lx58xhjjD148IABYCdOnCjyvU+fPs0AsOTkZMYYY+7u7szT01Njn7///ptJJJL/zAT557py5Yowdv/+fQaArVmzRngvQ0NDlpOTo3FszZo1WVBQEGOMsblz5zKpVMqePXsmbD969CiTSCTsxYsXjDHG3Nzc2DfffKPxHpGRkQwA27ZtmzAWGhrKALD79++/s/a3KdEWFTo6OnBzc4ObmxuAV5cs4+PjkZqaCiMjI1haWtIVL0LIOymVSkzy8sKdGzeEMW0dHZi9sRQRYwxpKSmo7ewMZxeXsi6z3Im4dAl7R49GelycMGbu5IQhwcGwpa8PeYf79+9DqVTi008/LbRNW1sbQ4cOxY4dO9C/f39cv34dd+/exW+//QYAuHnzJqRSKT755JNinevWrVu4ffu2xm1Exhh4nkdkZKTGA3tF1amlpYXmzZsLY87OzjA2NtZ4/4yMDJiZmWkcm52djcePHwuvq1evDjs7O+F1mzZtwPM8Hjx4AGtr63d+Do0aNRL+P78pfXx8PJydnd95XFFKtU+YhYUFhS5CSLGpVCpM8/HBvwXmWHTs0gUR4eFIjI+HobEx5HI5cnNzkZaSAl19fQz38oJEIlq3HdHxPI9zmzbh+NKl4NVqYbxhz57ot3o1tA0MRKyOVAQ6Ojrv3D5q1Cg0adIEz549w86dO9GlSxc4vF6d4r+OfVNGRga8vLwwfvz4QtuqV6/+Xu/1tve3sbHRmMOVr2BY+xgymUz4f47jAOCDHw4SpVkrIYS8Sa1WY/bkyfj7r7+EsS969cKCFStw9Z9/EBIUhKiICKSlpkImk6G2szOGe3mhVdu2IlYtrqzkZBwYPx73T5wQxqQyGb6aNw9tRo4UfkAQ8i61a9eGjo4OTp06hVGjRhXanv8QXXBwMPbu3YuNGzdqbON5HmfPnkXXYix31axZM9y7dw+1atV67zqdnZ2Rl5eHa9euoWXLlgCABw8eaPQga9asGWJjY6GlpQXHd7RfiY6ORkxMDGxtbQEA//zzDyQSCerWrQvg1XxTdYFfakpLqYWwnJwchIeHIz4+HmZmZqhbty606XFoQkgReJ7Holmz8OeRI8JY588+w7xlyyCRSNCqbVu0aN0aYaGhSElOhrGJCZxdXKr0FbDo69exx8MDKc+fC2Mm1aphyNatsG/WTMTKSEWjra2N6dOnY9q0aZDL5WjXrh0SEhIQGhoKd3d3ABAm6Ovp6aF3797CsY6OjnBzc8PIkSOFiflPnjxBfHw8+vfvX+hc06dPR+vWreHj44NRo0ZBT08P9+7dw4kTJzTCXVHq1q2LHj16wMvLC1u2bIGWlhYmTpyocTWua9euaNOmDXr16oXly5ejTp06iImJwZEjR9C7d2+0eN3cWVtbG25ubli5ciXS0tIwfvx49O/fX7gV6ejoiOPHj+PBgwcwMzODkZHRR3+di/RBM8kYY1FRUeyLL74oNM7zPJs/fz4zNDRkEolE+NDV1WXffPMNu3DhwoeestygifmElBye59ny+fM1JuGPcXNjyjcm1pJXeJ5n54ODmV+1ahoT8Hd+9x3LTEoSuzxSQanVarZo0SLm4ODAZDIZq169OluyZImwPT09nenq6rIxY8YUOjY7O5tNmjSJ2djYMLlczmrVqsV27NjBGCs8MZ8xxq5cucK6devG9PX1mZ6eHmvUqBFbvHhxsep88eIF+/LLL5lCoWDVq1dnu3fvZg4ODsLEfMZePWgwbtw4Zmtry2QyGbO3t2dDhgxh0dHRjLFXE/MbN27MNm/ezGxtbZm2tjbr168fSyrw/RMfHy/UCICdPn1amJh/48YNYb/k5GRh+4d47wW81Wo1Vq1ahQULFqBt27b4888/NbbPmzcPCxYsAPBq8lqtWrWQlZWFa9euISEhARzHYeTIkdi0aRPkFXShWFrAm5CSs2nVKmwv0Ey0acuW2Lhz53vPNakKstPS8D9fX9z5/XdhTCKVosfMmejg7V2lrwyS0hUVFYWaNWvi33//RbMKfqV13rx5+OWXX0p0+aEP9d63I5s1a4ZHjx5hyZIlmDhxYqHtO3fuhEQiwYEDB9DnjYaAJ06cwJw5c7B9+3ZER0fj6NGj9I8GIVVYSFCQRgCr37Ah1gUHUwArQszdu/jBwwMvIyOFMUNrawwODESN1q1FrIxUZiqVCi9fvoS/vz9at25d4QNYefPeCejOnTto3rw5vvvuuyK3x8bGomPHjoUCGAB069YNFy9ehJubG06ePInAwMD3r5gQUins//57rF++XHhdq04dbNy5E/r0NJ8Gxhiu7NmDTV9+qRHAanXsiAknTlAAI6XqwoULsLGxwb///lvqP7P//vtv6Ovrv/WjMnrv25HHjh3D2LFjkZWVhe3bt+OLL77Q2G5vb482bdrgwIEDb30PpVIJBwcH2Nra4vr16x9WuYjodiQhH+fw//6HudOmCa/tHRywbd8+WFhailhV+ZObmYlD06fj+s8/C2Mcx+HTyZPx6aRJkEilIlZHSMnKzs7G8wIPmrzpQ56oLO/e+3Zkjx49EBoainnz5qFPnz7IycnR2P7JJ5/gxIkTyMnJeevTkAqFAh06dMCRAk9CEUKqhlPHjmH+jBnCa2sbG2z5/nsKYG+Ie/gQP4wahfiHD4UxPTMzDNy8GXWK2RiTkIpER0enUgatd/mgCVna2tpYunQprl69Wmibv78/srKy4O3t/c73yO+iTwipOi6cOQO/iROFxoZm5ubY8v33sC3QuZoAN/73P2zs0UMjgDm6umLCyZMUwAipRD5qVnyDBg0Kjbm5uaFOnTrYvXs3OnfujH/++afQPmfPnsWZM2eKnDdGCKmcrl2+jCljxiBPpQIAGBoZYdOuXXCoUUPkysoPVU4O/jd1KvaNHYvcrCxh/JMxY+D5888wer1ECiGkcnjvOWH/5c2nHTmOQ7Vq1dC8eXMYGhoiKioK58+fxzfffIMffvihQj4FRXPCCHk/d2/dwuihQ5GVmQkA0NXTQ+D336NB48YiV1Z+vIyKwg+jRiHm7l1hTMfYGP3Xr0f9zz4TsTJCSGkp8RCWmJiIGzduCB/Xr19HeHg43jxNjRo10LRpUzRr1kz4r5WVVUmWUmoohBFSfA/DwuA5eDDSUlMBvJoTunHnTjR3dRW5svLj7pEjODBxIpTp6cJYtSZNMGTrVpiWwHp6hJDyqcRDWFEyMjJw69YtIZTduHED9+7dg+r1bYn89c2sra3f+WREeUEhjJDieRIZiVEDB+JlYiIAQEsmw5qgILSjeU0AgLzcXBxdtAjnt27VGG/r7o4v586FVgVtaE0IKZ4yCWFFUalUuHv3rhDKrl+/jjt37iC9wG+C5RWFMEL+W8zz5xg1YABiX7wA8GqqwrING/Bpjx4iV1Y+JD97hr1eXoi+dk0YU+jro9/q1Wj09dciVkYIKSuitauXyWRo2rQp3N3dsXHjRly8eBFpaWlilUMIKUEJ8fHwHjpUCGAAMG/ZMgpgr4WdPIn13bppBDCb+vUx7vhxCmCkwuN5Hvfu3MHFc+dw784d4Wno0nTu3Dn07NkTtra24DgOv/zyi8Z2xhjmzJkDGxsb6OjooGvXrnj06FGp1/Vf3rtPWHHl5ubi/v37SEhIQEpKCoyNjWFhYYF69eq9dc3I/NuShJCKKyU5GWPd3PD0yRNhbMb8+fiKnoaGOi8PJ5Yvx+n16zXGWw4ejG8WL4asAj6oREhBVy5eREhQEKIiIqBSqSCTyeDo5IThXl5o1bZtqZ03MzMTjRs3xsiRI4vsvLB8+XKsX78eu3btQo0aNTB79mx0794d9+7de2tP07JQorcjExISEBISgiNHjuDKlStQKpWF9lEoFGjVqhW++uoruLm5wcLCoqROX2bodiQhRctIT8fooUNx784dYWz8tGkY7uUlYlXlQ1pcHH4cPRoRly4JYzIdHfReuhTNBwwQsTJCSsaVixex2N8fWZmZMDQ2hlwuR25uLtJSUqCrp4dZixaVahDLx3EcDh06hF69egF4dRXM1tYWkydPxpQpUwC86lVqZWWFkJAQDBw4sNRrepsSuRIWHh6O2bNn49ChQ8jNzQUAmJubo3nz5jA1NYWhoSFSU1ORnJyMsLAwnDt3DufOnYO/vz/69OmDBQsWVLkuuYRUNtnZ2Zjg4aERwEaNHUsBDED4+fP4cfRoZLx+QAEALGrXxndbt8K6Xj0RKyOkZPA8j5CgIGRlZsLCykq4s6WtrQ2FlRUS4uIQEhSEFq1bF2plVdoiIyMRGxuLrl27CmNGRkZwdXXFpUuXKnYI8/HxQXBwMNRqNTp37ozBgwejU6dOqPGOBowRERE4ffo09u7diwMHDuB///sfPD09sWHDho8thxAiglylEpO9vXHj33+FsUHDh8N70iQRqxIfz/P4a+1anFy5EqzAvJgmffqgz4oVUOjpiVgdISUnLDQUURERMDQ2LjS1iOM4GBobIyoiAmGhoajfsGGZ1hYbGwsAhdpgWVlZCdvE8tEhbMeOHfD29sa0adNga2tbrGOcnJzg5OQEd3d3PH/+HMuXL8e2bdsohBFSAeXl5cFv4kT88/ffwliv/v0xxd+/Ss/zzHz5Evt8fPDw9GlhTCqX4+tFi+A6dGiV/tqQyiclORkqlQpGb5nzLZfLkZaaipTk5DKurHz76BAWEREBa2vrDz7ezs4O69atg5+f38eWQggpYzzPY9706Tj955/C2GdffolZixZV6ZARdeUK9nh5Ia3A06GmDg74LjgYdo0aiVgZIaXD2MQEMpkMubm5RU50z83NhUwmg7GJSZnXlp9R4uLiYFNg6a+4uDg0adKkzOsp6KNvzL4ZwB4WWHD2Y96HEFK+McawdO5c/FHgUfAOXbpg4apVkEql4hUmIsYYzm3ZgqDevTUCmMsXX2D8n39SACOVlrOLCxydnJCWklJohRzGGNJSUuDo5ARnF5cyr61GjRqwtrbGqVOnhLG0tDRcvnwZbdq0KfN6Cirx2XHt2rXD5cuXS/ptCSHlCGMMa5cuxc979wpjLdu0wfKNGyGTyUSsTDxZKSnYPWIEjsyfD16tBgBItLTw1fz5GLp9O3SMjESukJDSI5FIMNzLC7p6ekiIi0NOTg54nkdOTg4S4uKgq6+P4V5epTYpPyMjAzdv3sTNmzcBvJqMf/PmTURHR4PjOEycOBGLFi3Cb7/9hjt37mDYsGGwtbUVnqAUS4l3zNfV1YVEIsG+ffvw1VdfvXPfixcvom0ZPK5a0qhFBanqtm7YgMC1a4XXjZo2xeZdu6BbRSeaP7t1C3s8PJAUHS2MGdnaYsjWrXBo0ULEyggpW2L1CTtz5gw6d+5caNzNzQ0hISFgjGHu3LnYunUrUlJS0L59e2zevBl16tQptZqKo8RD2KVLl/D1118jNTUVW7Zsgbu7e6F9bt++jVmzZuHo0aPIy8srydOXCQphpCr7YccOrF68WHhdt359bN2zBwZV8HuBMYZ/QkJweO5cqF+35wGAOp07Y+DGjdAzMxOxOkLEwfM8wkJDkZKcDGMTEzi7uJR5W4qKolTWjnz06BE+//xzREZGYs6cOZg7dy4A4PHjx5g9ezYOHDgAnudhb2+PJwW6alcUFMJIVXVw3z4smjVLeO1Ysya27d0LU3NzEasShzIjA/+bMgW3CsyJ4yQSfDZ9OjqNG0c/dAgh/6nUFvBOSEhAz5498e+//2L48OHQ0tJCSEgIVCoV7Ozs4OfnBw8Pjwo5f4RCGKmKjv72G/x9fYVJt3b29ti+bx8sq+BDNS/u38ceDw8khIcLYwaWlhi0ZQtqtmsnYmWEkIqk1EIYAMTExKBJkyZ4+fIlgFdPQM6YMQOenp5QKBSlddpSRyGMVDVnTpzA1LFjoX494dzCygo79u+Hnb29yJWVvav79uEXPz+osrOFMae2bTE4MBAGlpYiVkYIqWhK5Xp5eno6FixYgAYNGiAxMREcx4ExhmbNmsHDw6NCBzBCqpp/zp/H9PHjhQBmbGqKLbt3V7kAlpuVhZ8mTsRPEydqBLAukybB46efKIARQt5biYewJUuWoEaNGpg/fz6USiWmTp2KZ8+eYcCAAThy5Ai6dOkiXBkjhJQ/PM/j3p07uHjuHH45cAC+o0dD9XrSub6BATaHhMCpkq71yvM8nt26hQenT+PZrVvgXy81lBAejk1ffomr+/YJ++qammLk3r3oPn06JFW0L1pFlXHvHu56eSEvLU3sUkgVV+K3IyUSCWQyGdzd3TF79myN7rRTpkzB6tWrUbt2bRw7duyd60uWZ3Q7klRWBR8vz87KQlpqqjAHTEdXF5t37ULjZs1ErrJ0hJ8/jzMbNiAhPBxqlQpSmQwWtWrBvlkznN+6FbmZmcK+1Vu0wJCgIBjb2YlYMXlfmQ8fIiIgALE//wwwhmru7nBeswYcPURBRFLiIey7777DggUL4OTkVOT2devWwdfXF5aWljh8+DBaVMAeOhTCSGV05eJFLPb3R1ZmJrR1dBAbEyPcggSAiTNmYJiHh4gVlp7w8+dxcOpUKDMyoGtsDKlCgbzsbKQ8fw5VTo7Gvh1Gj8bns2ZBWgEfKqqqsiIjEbF0KV78+CNQYCF1cByM27dHzenTYdqpk2j1kaqrVCfmv81PP/2EoUOHvlrQswJeDqYQRiobnufhM2IEHoWFwcjEBNGRkRo9/AwMDeHSqBE27txZ6Vov8DyPHYMG4cW9ezC0tgbHccjLzUXSkycac7+0DQ3Rf906uHz+uYjVkveRHR2NyOXLEfPDD2Bv9KTkFArIzMzA8vKgZWCA+uvWURAjZe6jF/D+EN9++y2srKxEXy6AkKqsYEPF5JcvEfX4MXT19PA0KkojgNnZ20OuUCAqIgJhoaGo37ChiFWXvJg7d5AQHg5dY2NwHIfs1FQkP3sGVuAqoFQmQ//16+HSo4eIlZLiyomJQeSKFXgeEgKmUmls4xQKKKytoWViIjw0lvviBSJXr4ZJx450a5KUKVFCGAB07NgRFy5cEOv0hFRpby4twqvVSH99VbpgALOxtYWhkRF4nkdaaipSkpPFKrnUZCYlQa1SQSKXIzUmBhmJiRrbdU1NIZFKoUVPdZd7yrg4RK1ejWfbtoFXKjW2cVIpZBYWkL++2imMcxy0TEyQ9fAh0m/dgmHTpmVdNqnCPjryh4aGfvCx9erVK5H3IYQUX/7cr0dhYdDR1YW5hQUU2trIy8vTCGBW1tYwNjUFAOTm5kImk8HYxESsskuNnqkpOIkELx8/1ghgnEQCE3t76JuZQUsuh97rrwUpf3ITE/Fo9mycb9gQ0Zs2aQQw7WrVYO/tDS0zM8itrDQCWD6JQgFepUIuPblfIt72lHFpmTdvHjiO0/hwdnYWtufk5GDs2LEwMzODvr4++vbti7i4uFKtqbg++kpYo0aN0L9/f/j5+aFRo0bvffyNGzcQEBCAgwcPVsh1JAmpSHieR0hQELIyM2Hx+geSWq0udIXLwtJSWIqIMYa0lBTUdnaGs4uLGGWXqoyXL5H58iXUBW5baSkUMHVwgJZCgbTYWNjUrw/bSnYbtjJQJSfjyfr1iN6yBeqMDI1tcmtrOE2dCrvhw5Fx7x4SDh8Gr1RCqqNT6H14pRISmQxyWuvzo73tKeNO48ahVvv2pXZeFxcXnDx5UnitpfX/8WbSpEk4cuQIfvrpJxgZGcHHxwd9+vQpF3fjPjqEzZ07FytXrsSBAwfQsGFDDBo0CJ988gmaNm1aZFPWnJwc3LhxA2fOnMHevXtx79496OnpCetLEkJKT1hoKKIiImD4ev4Tz/N4Fh2NnAIT0AFAJpOB53nk5uYiLSUFuvr6GO7lVakm5fNqNU6uXIm/1q5FweeTtA0MYGRvD6ZSIS02Fgp9fVoLspxRpaYietMmRG/cWKjXl9zCAo6TJ6Oau7sQuAwaN4ZunTrICA2FRFtb42oYYwx5ycnQd3GBQePGZfp5VDZFPWWsVirx4t49HJw6FX1WrCi1IKalpQXrIpZQS01Nxfbt27F371506dIFALBz507Uq1cP//zzD1q3bl0q9RTXR4ewOXPmYPTo0Vi8eDF2794NPz+/V/fYtbRgb28PExMTGBgYID09HUlJSXj69CnUajUYYzAyMsKECRPg5+cHCwuLkvh8CCHvkJKcDJVKBSO5HOx1AMsq0P9KT18fypwcZGdnQ/n6FmRtZ2cM9/JCq7ZtRay8ZKUnJOBHb288Pn9eGJPK5TBzdIQyIwNZiYmQymSwqV+/1H+DJ8WXl5GBp1u2IGr9euS9cfVWZmoKx0mTYO/pCamensY2TiJBDV9f3JswAbkvXkDLxOTVLUilEnnJyZDq66OGry9Nyv8IPM/jzIYNUGZkCE8ZA4BERweG2tpIi43FmQ0b4NS2ban8QvPo0SPY2tpCW1sbbdq0QUBAAKpXr45r165BpVKha9euwr7Ozs6oXr06Ll26VPFDGABYWlpi3bp1WLp0KQ4cOIDff/8d58+fR0RERKF9ra2t0aFDB3z55Zfo378/tLW1S6IEQkgxGJuYQCaTQalU4mVCAjIL3MIxMjaGiZkZsrOy4DN5MkzMzGBsYgJnF5dKdRUo4uJF7B09Gunx8cKYuZMThgQHw7pePcTcuYPMpCTomZrCtmHDSvW5V1TqrCw8DQ5G1OrVUL0xb0vL2BgO48ah+pgx0DIweOt7mHbqhPrr1iFy9WpkPXyIvORkSGQy6Lu4oIavL7Wn+EhvPmVcEMdx0DU2RkJ4OGLu3EG1Er7i6OrqipCQENStWxcvXrzA/Pnz0aFDB9y9exexsbGQy+UwNjbWOMbKygqxsbElWseHKNGnI3V0dODm5gY3NzcAQEJCAuLj45GamgojIyNYWlrSFS9CROTs4gKHGjVw8+pVKAtMXjYwNIS1rS0S4+NR29kZn3/zTaULHzzP4+zGjTi+dClYgYnCDXv2RL/Vq6H9+gd4Sf+AIB9OnZOD5zt2IHLlSuQWCM0AIDUwgMPYsaju4wPZGz9g38a0UyeYdOyI9Fu3kPvyJeRmZjBo3JiugJWA/KeMpW95iliqUECdmorMpKQSP/fnBXr3NWrUCK6urnBwcMCBAwegU8QcwPKkVFtUWFhYUOgipBzhOA46uroaAUxPTw9mFhZIjI+vlHO/gFc/IA6MG4ewU6eEMalMhq/mzUObkSOLfGKOiIdXKvF8925ErlgBZUyMxjapnh7svb3hOH48ZB/wxConkVAbilKgZ2oKqUwGtVIJSRHBR61UQiqTlclTxsbGxqhTpw7Cw8PRrVs35ObmIiUlReNqWFxcXJFzyMqaaH3CCCFlb+OqVThz4oTwWiaXQ6Gjg5zs7Eo59wsAoq9fxx4PD6Q8fy6MmVSrhiHBwbCnH8blCq9SIWbPHkQuW4acp081tkm0tWHv6QnHiRMht7QUqULyNrYNG8KiVq1XK08U8fBDVkpKmT1lnJGRgcePH2Po0KFo3rw5ZDIZTp06hb59+wIAHjx4gOjoaLRp06bUa/kvpRbCcnJyEB4ejvj4eJiZmaFu3bqlNv9r06ZNWLFiBWJjY9G4cWNs2LABrVq1KnLfkJAQjBgxQmNMoVAg54314QipbHZs2YKdW7YIr+s3aoSJM2YgV6mslHO/GGO4sG0b/liwQKP9RL1u3dB//XroVsKeZxUVU6vxYv9+RCxdiuw35hJzcjmqjRyJGlOmQFEOrlyQokkkEnQaNw4Hp05FWmysxtORWSkppfqU8ZQpU9CzZ084ODggJiYGc+fOhVQqxaBBg2BkZAR3d3f4+vrC1NQUhoaGGDduHNq0aSP6pHygFEIYYwwLFy7EqlWrkFFg0q+2tja6deuGadOmoW0J/qa9f/9++Pr6IjAwEK6urli7di26d++OBw8ewPItvy0ZGhriwYMHwmu6FUEqu327d2PjypXC61p162LTzp0wKuZcmoomOy0NP0+ahLtHjghjEqkU3f380HHMmEoVNisyxvOI+9//8HjJEmQ9eqSxjZPJYDt0KJymTYN2tWoiVUjeR6327dFnxYr/7xOWmlomTxk/e/YMgwYNwsuXL2FhYYH27dvjn3/+EaZDrVmzBhKJBH379oVSqUT37t2xefPmUqnlfZX4At7z5s3DggULALyaIFerVi1kZWXh2rVrSEhIAMdxGDlyJDZt2gS5XP7R53N1dUXLli2xceNGAK8m39rb22PcuHGYMWNGof1DQkIwceJEpKSkFPscSqVSYw5NWloa7O3taQFvUiH89vPPmDd9uvC6uqMjtu/fD7PXzVgrm+d37mCPhwdeRkUJY4bW1hgcFIQarq7iFUYEjOcR/9tveLx4MTLv39fYxkmlsPnuOzhNmwYdBweRKiQfg+d5esq4mEr8StjOnTshkUhw4MAB9OnTR2PbiRMnMGfOHGzfvh3R0dE4evToR/3B5Obm4tq1a/Dz8xPGJBIJunbtikuXLr31uIyMDDg4OIDneTRr1gxLliyByzs6gQcEBGD+/PkfXCchYjnxxx9YUOD7w9rWFlu+/75SBjDGGK788AN+8/dHXoFfmmp/8gkGbtwIfXpISHSMMST88QceL1qEjDt3NDdKJLAZOBBO06dDt2ZNcQokJUIikdBTxsVU4tE0NjYWHTt2LBTAAKBbt264ePEi3NzccPLkSQQGBn7UuRITE6FWq2FlZaUx/q7+H3Xr1sWOHTvw66+/4ocffgDP82jbti2ePXv21vP4+fkhNTVV+Hj6xoRRQsqj86dPY9akScK6beYWFgj8/nvY2NqKXNmHe9uadMrMTOx/PR8lP4BxHIduU6di5N69FMBExhhD4p9/4sonn+DWgAGaAYzjYNWvH9r++y8abN1KAYxUKSV+JczS0hLm7/gtm+M4BAYG4ujRo9i2bRvGjBlT0iW8U5s2bTSeiGjbti3q1auHoKAgLFy4sMhjFApFkUswEVJeXf3nH0wdO1ZYj9XI2Bibd+1CdUdHcQv7CG9bk65xr144t3kz4gvMKdI3N8egLVtQq0MHESsmjDEknTmDx4sWIfXy5ULbLb/+GjVnzYJ+JVyTlJDiKPEQ9sknn+DEiRPIycl569OQCoUCHTp0wJECk2Y/hLm5OaRSaaHV0N+n/4dMJkPTpk0RHh7+UbUQUl7cuXkTEz09hXmMevr62LRzJ2rVrStyZR/ubWvSRV+/jkfnzgEFprbWaN0agwMDYUhP0okq+fx5hC9ciJQiFkk2/+IL1Jw1C4Z0y4pUcSV+O9Lf3x9ZWVnw9vZ+5375XfQ/hlwuR/PmzXGqQANGnudx6tSpYvf/UKvVuHPnDmxsbD6qFkLKg4f378NnxAhhPUhtbW2s27YN9Rs1ErmyD/fmmnQyHR1wADJevoQyPV0jgHUaNw4eP/9MAUxEKZcv41rPnrjao0ehAGbWtStanTmDpgcOUAAjBKVwJczNzQ116tTB7t27ERUVhYCAgEK9OM6ePYszZ87Aw8Pjo8/n6+sLNzc3tGjRAq1atcLatWuRmZkp9AIbNmwY7OzsEBAQAABYsGABWrdujVq1aiElJQUrVqzAkydPMGrUqI+uhRAxRUVEwHvYMKSnpQF41Yh1VWAgmrVsKXJlH+fNNenylEokPXkCVYHefhzH4cv589HB01PESqu21OvX8XjRIrz8889C20w/+QQ1/f1hXA6aYxJSnpR4CPv333+F/z979izatWuHatWqoXnz5jA0NERUVBTOnz+Pb775BisL9C36UAMGDEBCQgLmzJmD2NhYNGnSBMeOHRMm60dHR2s8gZmcnAwPDw/ExsbCxMQEzZs3x8WLF1G/fv2ProUQscQ8ewbvoUOR/HpdNqlUioC1a9GmEsyJKrgmXXZqKpKfPtVY+1GmowO5ri4sa9cWscqqK/3OHTxevBgJv/9eaJtxmzaoOXs2TDt2FKEyQsq/Eu8TlpiYiBs3bggf169fR3h4ON48TY0aNdC0aVM0a9ZM+O+bTzmWV2lpaTAyMqI+YaRcSIiLg/vAgXgWHQ3g1VWhBStX4stevcQtrIQ8u3ULu0eMQG5WFrLf6O+nZ24OXWNjqLKzMXTHDnosvgxl3L+Px4sXI/6XXwptM2rZEjX9/WHapQs1wybkHUo8hBUlIyMDt27dEkLZjRs3cO/ePaheLyWS/01qbW2N5wXWdyuvKISR8iI5KQkegwcjosCTgTMXLkS/wYNFrKpkvYyOxrpPP301/+s1TiKBSbVq0DYyQlpsLGzq18fIH3+khpBlIPPRI0QEBCD2p5805uMBgEGTJqjp7w/z7t0pfBFSDGXyL5a+vj7atWsHHx8f7NixAzdu3EBGRgauXbuG4OBgeHt7w9XVFenp6Th06BBOnjxZFmURUqGlp6dj7PDhGgFs4owZlSqA3T9xAhs++0wjgGnJ5TCvWRNaCgXSYmNLdU068v+yIiNx18sLF5s3R+yBAxoBTN/FBY1//BGuf/8Nix49KICRMnfu3Dn07NkTtra24DgOv7xxhZYxhjlz5sDGxgY6Ojro2rUrHr2xVFZSUhKGDBkCQ0NDGBsbw93dXWP5xdLwXnPC8q/6ODs748qVKx914vzWEE2bNhXGJBIJ+vXrh7p16+LevXsf9f6EVGbZWVmY4O6OsNBQYcxj3DgMK4GHXcoDdV4e/ly2DGc2bNAYN7SxAcdxyCmjNekIkB0djcjlyxHzww9gr/vO5dOrWxdOM2fCqndvcBSCyWuM55F+6xZyX76E3MwMBo0bl/rfj8zMTDRu3BgjR44ssln88uXLsX79euzatQs1atTA7Nmz0b17d9y7d09opzVkyBC8ePECJ06cgEqlwogRI+Dp6Ym9e/eWWt3vdTsy/zdNZ2fnUglJpf3+JYVuRxIxKZVKTPTwwOUCj/8PGTkSvjNnVoorEGmxsdg7ejQi//lHGJPp6KDP8uVo0rcvrUlXRnJiYhC5YgWeh4SAvZ46kk+3Vi04+fnBul8/cFKpSBWS8ijpzBlErl6NrIcPwatUkMhk0K1TBzV8fWHaqVOZ1MBxHA4dOoRer+fFMsZga2uLyZMnY8qUKQBetcmysrJCSEgIBg4ciPv376N+/fr4999/0aJFCwDAsWPH8MUXX+DZs2ewLaWVRt776cjS/ke+MvwQIaS0qFQqzBg/XiOA9R4woNIEsPC//8aP3t7ISEwUxixr18aQ4GBYOzsDAE2+L2XKuDhErV6NZ9u2gS+wBicAaDs4wGnGDNgMGgSJVok/XE8quKQzZ3BvwgSo09OhZWoKLYUCvFKJjNBQ3JswAfXXrSuzIFZQZGQkYmNj0bVrV2HMyMgIrq6uuHTpEgYOHIhLly7B2NhYCGAA0LVrV0gkEly+fBm9e/culdrou4iQcojneYSFhiIlORnGJiZwdnEBYwxzp07F2QJzJnv07ImZCxdW+ADGq9X4a+1anFy5UuNJ6qZ9+6L38uVQ6OmJWF3VkJuYiKi1a/F061bwWVka27SrVUONadNg+913kMjlIlVIyjPG84hcvRrq9HTIX8/LAgCpjg4k2trIffECkatXw6RjxzK/dZ2/lvS71pmOjY2FpaWlxnYtLS2Ympq+dS3qklCqIezkyZMICwuDj49PaZ6GkErlysWLCAkKQlREBFQqFWQyGRxq1ICWTIYLZ84I+3Xq2hXzV6yAtILfDspITMQ+Hx88KvC5aSkU+HrxYrQaMqTCB8zyTpWUhCfr1yM6MBDqNyYhy62t4TR1KuyGD4eE1s8l75B+6xayHj6Elqlpoe9ZjuOgZWKCrIcPkX7rFgwLzAWv6kothP36668YMGAAVCoV4uPjsWDBgtI6FSGVxpWLF7HY3x9ZmZkwNDaGkVwOpVKJW9euIadAh3jXdu0QsH49ZDKZiNV+vKgrV7DHywtpL14IY2aOjhgSHAy7hg1FrKzyU6WmInrTJkRv3Ii816ss5JNbWMBx8mRUc3eHVEdHpApJRZL78iV4lQpabwnrEoUCecnJyH35sowrg7CWdFxcnMYShXFxcWjSpImwT3x8vMZxeXl5SEpKKvZa1B+iVK4J/vDDD/j222+hUqnAGMPixYv/cy1JQqo6nucREhSErMxMWFhZQVtbGxKJBBlpaRoBrHHz5lgdGAhFBb4ywRjD2c2bEdS7t0YAa/Dllxj3558UwEpRXkYGIleuxPkGDRCxZIlGAJOZmqL2woVof/cuHHx8KICRYpObmUEikxWaR5iPVyohkckgNzMr48peNYe3trbWWGc6LS0Nly9fFtaZbtOmDVJSUnDt2jVhn7/++gs8z8PV1bXUaivxK2FbtmzBuHHjwBgT5nYwxrB161a8fPkSe/bsqfC/vRNSGsJCQxEVEQHD12skAsDLxEQkJiQI+2jJZBjr6wsdXV2xyvxoWSkpODB+PO4XWGNQoqWFL+bMQXsPD7r9WErUWVl4GhyMqNWroXrjaoSWsTEcxo1DdW9vaNET3+QDGDRuDN06dZARGgqJtrbG9zFjDHnJydB3cYFBKT1Yk5GRgfDwcOF1ZGQkbt68CVNTU1SvXh0TJ07EokWLULt2baFFha2trfAEZb169dCjRw94eHggMDAQKpUKPj4+GDhwYKk9GQmUcAhbvnw5/Pz8wBgDx3Fo164dunXrhnnz5gEA/ve//yE5ORm//PIL9GiiLSEaUpKToVKpYPR64nNyUhLiC0wIlSsU0NPXR25urlglfrSnN25gj6cnkp8+FcaM7OwwZOtWODRvLmJllZc6JwfPd+xA5KpVyI2L09gmNTCAw9ixqO7jA5mxsTgFkkqBk0hQw9cX9yZMQO6LF9AyMYHk9dORecnJkOrro4avb6lNyr969So6d+4svPb19QUAuLm5ISQkBNOmTUNmZiY8PT2RkpKC9u3b49ixY0KPMADYs2cPfHx88Omnn0IikaBv375Yv359qdSb7737hHEcV2QzVX9/fwQEBAhXv7p27YrffvsN2tra2L59O0aPHg3+9aK7zZs3x9GjR2H2xmXJd71/eUJ9wkhpuHfnDqaMGQMdXV0oc3IQ8+yZsE0mk8Hazg6q3Fys3LwZ9SvY7TrGGC7t3Inf582DukCIrNulCwZs3Ag9U1MRq6uceKUSz3fvRuSKFVDGxGhsk+rpwd7bGw7jxolye4hUXuWhT1hFUiJXwiZMmICNGzcKAaxXr17Yt28f5K9/o3d3d4eFhQUGDhwIpVKJq1evon379jhx4gSqVatWEiUQUuE5u7jA0ckJd2/dQkbBZXq0tGDv6IjU5GTUdnaGs4uLiFW+v5z0dPxv8mTc/u03YYyTSPDZ9Om03FAp4FUqxOzZg8hly5BT4IojAEi0tWHv6QnHiRMhf+NxfEJKgmmnTjDp2LHMO+ZXVB8Vwniex6hRo7Br1y4hgA0ZMgQhISGFHpv/+uuvcfz4cXz99ddIS0vDgwcP0LZtWxw/fhz16tX7mDIIqbDe7AfWonVr/HP+vLBdKpXCytYWqcnJ0NXXx3AvrwoVWl7cu4cfPDyQ+PixMGZgaYnBgYFwattWxMoqpnctB8Pn5SH2wAFEBAQgOzJS4zhOLke1kSNRY8oUKErxSS9CgFe/ZFEbiuL54BCWl5eHQYMG4eDBg0IA8/T0xJYtW946sbZDhw44e/YsPv/8c8TGxuLZs2fo0KEDjhw5UqpPHxBSHr3ZD4zxPFKSk4XtHMdB39AQ6rw81HZ2xnAvL7SqQMHl37178cvMmcgr8GRnzfbtMWjLFhhYWIhYWcX05m0eTiaDwsYGFl9+CTCGF3v3IuuNBYk5mQx2w4ahxrRp0LazE6lyQsjbfFAIUyqV+Oabb3D06FEhcE2ePBkrVqz4z2MbNWqECxcu4LPPPkN4eDiSkpLQrVs3HDhw4ENKIaRCerMfmEKtRnRUlPALjUKhgN+CBTC3tBQ65leUK2C5WVn4xc8P1/bvF8Y4jkOXiRPRdcoUSCp4c1kxvLkcDJebi5wXL6B8/hxp//5baH9OKoXNkCFwmj4dOg4OIlRMCCmOD5qYny//0Hnz5mHOnDnvdeKEhAR8/vnnuH79OoBXE49VrxeJpQW8SWXG8zx8RozAo7AwWFhZQalUIjoyEmq1WtinXoMG+P7QoQoTvPLFP3qEPR4eiA0LE8b0TE0xYNMm1C3w5BIpPsbzuN6rFzLu3oXc1hbq9HRkP3kC5OUVub9p586ot3YtdGvWLONKCSHv64P+hS/YA2zVqlXvHcAAwMLCAmfOnEGXLl0AvFqYmPoDkaqgYD8wVW4uoqOiNAKYlY0NkpOSEBYaKmKV7+/mL79gQ48eGgHMoWVLjD95kgLYR8hfDkZqYgJ1Wtqr+V5FBDCpgQFkZmYAx0GnRg0RKiWEvK8PCmEcx0EikSAoKAiTJk364JPr6+vj6NGj6Nev3we/ByEVTX4/MI7j8CQqCuoCP1Dt7O1hbGIClUqlMT+sPMtTKnFo+nT8OHo0cjMzhfGO3t7wOngQxqXY6LAqUCYmIi8jA8qnT5EdEQG8bvUjkEgAqRRyS0vILCyE9fkIIeXfe4cwxhikUil2794NDw+Pjy5AJpNh//79GD16NN7jzighFZaxiQkkEgmeRkUh7/UteACwsbODoZERcnNzIZPJYGxiImKVxfPyyRNs7tkT/+zaJYxpGxpiWEgIvpw7F1JaHeOjJF+4gMfz5yMvJQV8VpbmRokEnEIBTiYDJ5GA09J61RxTpRJlfT5CyPt7r4n5N27cAAAYGhqiRgle7uY4Dps3b0adOnVw69YtjQU2CalsbOzskJmeLsyBBF7dgjQ2MQFjDGkpKRWiH1josWM4MH48cgqsPWjXqBGGBAfDjCaDf5SUK1fweNEiJP31V+GNHPcqeEmlr6aG5OVBqqMDiY4O+Jwc0dbnI4S8v/cKYY1Lac2nfBMnTizV9ydELPn9wGJjYrBlzRpkFbiqYWJqCmMTE+Tk5CAtJaXc9APjeR4xd+4gMykJeqamsG3YEBKJBGqVCkcXL8bfgYEa+7d2c8NX8+dDVmAZEPJ+Uq9fR8TixUg8frzQNomOzqsrXbm5rxZJ5jgwtRqcVAq5lRUAlPr6fISQklXiC3gTQjRduXgROwMD8SgsDKkpKRqT8G2rVQPP80hMSIBMJis3/cDCz5/HmQ0bkBAeDrVKBalMBotatdBi8GBc3LYNTwq0RZDr6aHvqlVo8nohXPL+0u/cwePFi5Hw+++Fthm3aYOas2cDPI/I1auRfucOeKUSTKWCRFsbcmtrcFpayH3xotTX5yOkPAoICMDBgwcRFhYGHR0dtG3bFsuWLUPdunWFfXJycjB58mTs27cPSqUS3bt3x+bNm2H1+hcYAIiOjoa3tzdOnz4NfX19uLm5ISAgAFpapReV3qtFBXmFWlSQ4rpy8SJmT5mCpJcvX4WvAt9uOjo6WBUYCEMjI6FjfnnoBxZ+/jwOTp0KZUYGdI2NIVUooFYqkRYfD2V6OliBieHWzs74bts2WNSqJWLFFVfG/fuIWLIEcYcOFdpm1LIlas6eDdPOnYUnx/M75r/86y/EHz4M5YsXYHl5tD4fKV94HrhxA0hMBMzNgaZNXz1AUkp69OiBgQMHomXLlsjLy8PMmTNx9+5d3Lt3D3p6egAAb29vHDlyBCEhITAyMoKPjw8kEgkuXLgAAFCr1WjSpAmsra2xYsUKvHjxAsOGDYOHhweWLFlSarVTCPsAFMJIcfA8j6G9eyMsNLTwQyccBw6v1ossT/3AeJ7HjkGD8OLePRhaW4PjODDGkB4Xh/T4eI19WwwciG+WLIFcV1ekaiuuzEePEBEQgNifftII5gBg0KQJavr7w7x793e27XnXEkaEiOavv4ClS4EHD4DcXEAuB+rWBWbMAF63pCptCQkJsLS0xNmzZ9GxY0ekpqbCwsICe/fuFboxhIWFoV69erh06RJat26No0eP4quvvkJMTIxwdSwwMBDTp09HQkKCsBZ2SaPvWEJKyf27dxH+8CHe/C1HIpFAIZeDk0jw+NEj3L97V5T6ihJz5w4SwsOha2wMjuOgVqmQGBGhGcA4Dp/6+uLbtWspgL2nrMhI3PXywsXmzRF74IBGANN3cUHjH3+E699/w6JHj//sm5i/Pp95164wbNqUAhgR319/AV5ewO3bgL4+YGPz6r+3b78aL+pBk1KQmpoKADA1NQUAXLt2DSqVCl27dhX2cXZ2RvXq1XHp0iUAwKVLl9CwYUON25Pdu3dHWloaQkuxZyPNCSOklNy+cQOq3FyNMYlEAplMBo7jIJVKkadS4c7Nm3Bp1EikKjVlJiW9mgOmUECZkYGk6GjwBfqYSeVyKPT14dCypYhVVjzZT58ictkyxPzwA9gbjVb16tZFzVmzYNmrFwUpUnHx/KsrYOnpgJ0dkP9LhI7Oq9fPn7/a3qlTqd6a5HkeEydORLt27dCgQQMAQGxsLORyOYyNjTX2tbKyQmxsrLBPwQCWvz1/W2mhEEZIKWCM4dypUxpjBQNYeaVnagqJlhbSXrxA5hu9pnSMjKBnbo68nBzovf4Nk7xbTkwMIleswPOQELACLUkAQKdmTdScORPW/fqBo/U0SUV348arW5CvV23QwHGAqemr7TduAM2bl1oZY8eOxd27d3H+/PlSO0dJohBGSCnYvnkzLr+e8Am86oVXMIAxxsCr1dDS0kKDctROwMjODqqcHGQlJf3/IMfByMYGuqamSI+Lg039+rBt2FC8IisAZVwcolavxrNt2161kyhA28EBTjNmwGbQIEhK8akrQspUYuKrOWAKRdHbtbWB5ORX+5USHx8f/P777zh37hyqVasmjFtbWyM3NxcpKSkaV8Pi4uJgbW0t7HPlyhWN94uLixO2lRa69k1ICdu7cyc2r16tMZY/wZ0xBp7nkZeXB8YYatapg/rlJNA8uXoVG7p31whgEi0tmDk5QaGnh/S4OCj09dFp3Lhy8yBBeZObmIhHs2fjfMOGiN60SSOAKezsUG/9erS7cQN2Q4dSACOVi7n5q0n4b/zSIcjJebXd3LzET80Yg4+PDw4dOoS//vqrUDP55s2bQyaT4VSBuxMPHjxAdHQ02rRpAwBo06YN7ty5g/gC819PnDgBQ0ND1K9fv8Rrzkf/ChBSgn756SesXLRIeG1lbY28vDykpaZCXaC1g0QigbGpKSZMny56oGGM4XxwMP5YsEBj/peemRmkcjly09MhlclgU78+Oo0bh1rt24tYbfmkSkrCkw0bEL1lC9QZGRrb5NbWcJo6FXbDh0PytqsEhFR0TZu+egry9m3NOWHAqwdQkpKARo1e7VfCxo4di7179+LXX3+FgYGBMIfLyMgIOjo6MDIygru7O3x9fWFqagpDQ0OMGzcObdq0QevWrQEAn332GerXr4+hQ4di+fLliI2Nhb+/P8aOHQtFKX7fUouKD0AtKkhRjv/+O2ZOnCi0o7Cxs8P2ffsQHRWFnYGBCH/wALkqFeQyGWrVrYsRo0eL3pQ1Oy0NP0+ahLtHjghjEqkUn/v7o52nJ17cvVuoYz75f6rUVERv2oTojRuRV2D5JgCQW1jAcfJkVHN3h1RHR6QKCSlD+U9Hpqe/mgOmrf3qClhSEmBoCAQGlkqbirfNs925cyeGDx8O4P+btf74448azVoL3mp88uQJvL29cebMGejp6cHNzQ1Lly6lZq3lDYUw8qZzf/2FKd7eyHt9JcncwgLb9++H/es1FPOXLSpPTVmf37mDH0aNQtKTJ8KYoY0NhgQFwbFVKxErK//yMjLwdMsWRK1fj7zkZI1tMlNTOE6aBHtPT0hfN4okpMooB33CKhIKYR+AQhgp6PKFC5gwahRyX7ejMDYxQfDevahZp47IlRWNMYbL33+Pw7NnI6/A/I3anTph4MaN0C+FORuVhTorC0+DgxG1ejVUbzw9qmVsDIdx41B9zBhoGRiIVCEh5UAZd8yvyGhOGCEf4db16/AdPVoIYPr6+ti4c2e5DWDKzEwcnDoVNw8eFMY4iQRdp0xBlwkTIKFWCUVS5+Tg+fbtiFy1CrlvrBwg0dWFg48PHMaPh+yNPkSEVEkSSam2oahMKIQR8oHCQkMxbuRIZGdlAQC0tbWxbvv2cvO045tiw8Lwg4cHEh49Esb0zc0xKDCQJtu/Ba9U4vnu3YhcsQLKmBjNjRwHiY4OZEZGSL16Fek3b9K6jYSQ90K3Iz8A3Y6sWoqazxUVEYFRgwYh5XU7B5lcjnXBwWhdTsPM9Z9+wsFp06DKzhbGarRujcFBQTB8o0s0AXiVCjF79iBy2TLkPH2quZHjINHWhsLODlI9PfBKJfKSkyHV10f9desoiBFCio2uhBHyDlcuXkRIUBCiIiKgUqkgk8lgbWuLyMePkfp6QrZUKsWy9evLZQBTZWfjV39//Ltnj8Z45/Hj0W3aNEipV5UGPi8PsQcOIGLpUmRHRGhs4+RyyC0twWdnQ2FvLzyRJdXRgURbG7kvXiBy9WqYdOxIyw8RQoqF/gUm5C2uXLyIxf7+yMrMhKGxMYzkcmRlZeH29evgX/f84jgO81esQKdu3USutrDEiAj84OGBFwUWn9U1McGADRvgXGAhWwIwnkfszz8jIiAAWQVu1wIAJ5PBbtgwmH/+OcImToTMwqLQI/Ecx0HLxARZDx8i/dYtGJZCLyRCSOVDIYyQIvA8j5CgIGRlZsLCygocxyEvLw9xL14IAQwA/BYswBfffCNipUW7/dtv+NnXF8oCjUPtmzXDkK1bYVJgOY+qjvE84n/7DY8XL0bm/fsa2zipFDZDhsBp+nToODgg8eRJ8CoVtN7SuFGiUCAvORm5bzw1SQghb0MhjJAihIWGIioiAobGxuA4Dmq1GtFRUcgt0NLBwNCw3E3Cz8vNxZH583Fx+3aN8faenvjc3x9acrlIlZUvjDEk/PEHHi9ahIw7dzQ3SiSwGTAATjNmQLdmTWFYbmYGiUwGXqkssvkqr1RCIpNBbmZW2uUTQioJCmGEFCElORkqlQpGcjl4tRpPo6KgzMkRtptZWAj7lRdJ0dHY6+WFpzduCGMKAwN8u2YNGn71lYiVlR+MMbw8eRKPFy1C2rVrmhs5DlZ9+qDmzJnQq1u30LEGjRtDt04dZISGQqKtrXFLkjGGvORk6Lu4wKAcLchOCCnfKIQRUgRjExPIZDLk5OQgIS4O2QWeKjQ1M4OBoSFysrNhbGIiYpX/7/6ff2L/+PHITkkRxmwbNMCQ4GCYv7GYbVXEGEPSmTN4vHgxUv/5p9B2y6+/Rs1Zs6Dv4vLW9+AkEtTw9cW9CROQ++IFtExMIFEoNJ6OrOHrS5PyCSHFRv9aEFIEZxcXVHd0RMyzZ8jKzBTGjU1MYGFlhfTUVDg6OcH5HT+0y4I6Lw9/LFyIkGHDNAJYq6FDMebwYQpgAJLPn8fVHj1wvWfPQgHM/Isv4HrhAhrv3fvOAJbPtFMn1F+3DvouLuAzMpAbGws+IwP6Li7UnoIQ8t7oShghRWCMgVeroXrdCR8ADIyMYGxqisT4eOjq62O4l5eo6z+mvniBH729EVkgWMh0dNBnxQo069dPtLpKG+N5pN+6hdyXLyE3M4NB48ZFXn1KuXwZjxctQtLp04W2mX36KWrOng2jFi3e+/ymnTrBpGPHYtVACCHvQiGMkDcwxrDY3x9XL18WxhTa2q9uT2Zno7azM4Z7eaFV27ai1fjo3Dn86O2NzAJP4lnWro3vtm2DVRHzmSqLpDNnELl6NbIePgSvUkEik0G3Th3U8PUVrkKlXr+Ox4sW4eWffxY63vSTT+A0axZMPvLPjpNIqA0FIeSjUcf8D0Ad8ysvxhhWLlqEH0NChLHW7dvDa8IEZGZkCB3zxboCxqvVOLVmDU6tWoWC37pN+/VDn2XLINfTE6WuspB05gzuTZgAdXo6tExNC83HcpwwAYnHjyPhyJFCxxq3aYOas2fDtGNHESonhJCiUQj7ABTCKq/Nq1dj26ZNwusmLVpgU0gIdIpoSVBaeJ5HzJ07yExKgp6pKWwbNoREIkFGQgJ+HDsW4efOCftqKRT4ZskStBw8uFAD0cqE8Tyu9+qFjLt3Ibe11fhc1dnZyImMBF+gfUg+o5YtX4Wvzp0r9deHEFIx0e1IQl4LCQrSCGD1GjTAum3byiSA5QevR+fOIfToUaTFxYFXqSCVyWBRqxacu3bF2U2bkBYbKxxjVqMGvgsOhm2DBqVen9jSb91C1sOH0DI1FcIUn5MDZWws8opoE2LQpAlq+vvDvHt3Cl+EkHKLQhghAH7aswfrly8XXtesXRubQkJgYGBQ6ucOP38eZzZsQExoKLKSkwHGoKVQwNDKChItLTy5ehWPzp7VOKbBl1+i35o10KkiV2JzX74UutXzSuWr8PV68fSCtB0cUHfpUlh89RWFL0JIuUchjFR5vx86hIA5c4TX9g4O2Lx7d5n0AAs/fx4Hp05FTno6crOywAHgtLSgVqmQ/Pw5tGQy5GZlCftLZTJ8OXcu2rq7V6mQITczA8dxyI6Kgjo1tdB2Ti6Hlr4+Gu3eDaPmzUWokBBC3h+FMFKlnTp+HPOmTRNeW1lbY8v338PC0rLUz83zPM5s2ABlRgZ0jI2Rk5oKiZYWOIkEPMdBrVQiV6US9uekUvRZuRItBgwo9drKk5yYGDzftQvKuDjgjSmsnEIBuZUV+JwcGDRoQE8sEkIqFAphpMq6cPYs/CZMEBbkNjUzQ+APP8DWzq5Mzh9z5w4SwsOha2wMdV6e8LQjn5cHvkD4AgCFvj5k2towKINwWF4o4+IQtWoVnm3fXmjSPSeTQW5tDYmuLtQpKdAyMKBu9YSQCodCGKmSrl25gine3sh7HXYMjYywefduOJRhh/nMpCSoVSpIFYr/D2AqFdjrUJhP18QEemZmUGVnQ8/UtMzqE0tuQgKi1q3D06Ag8AWWiwIAmYUFZKamUGdkgOXmgjEGfRcXjT5hhBBSUVAII1VO6O3bmOjhAeXrqyu6enrYuHMn6jg7l+p532w9oWtsDKlMBvXrOphajTc7xkikUuiZmSE7NRU29evDtmHDUq1RTKqkJDxZvx7RgYFQZ2RobJNbW8Np6lTYDR8OTiajbvWEkEqBQhipUh49eICxw4cj8/UPeYVCgXXBwWjQuHGpnjf/CciE8PBXV79kMpjXrAldU1O8jIyEMjNTY74Tx3FgHAepXI7s1FQo9PXRadw4UZdJKi15aWl4snEjojduRF5amsY2uYUFHCdPRjV3d0gLtAqhuV+EkMqAQhiptHieR1hoKFKSk2FsYgIdXV2MGTYMaa+frtOSybBy82Y0d3Ut1Tryn4BUZmS8uvqlUECtVOLFvXvIzciAKidHY3+JlhZ4tRocx0Gupweb+vXRadw41GrfvlTrLGt5GRl4GhiIqHXrCvX6kpmawmHiRFT38oK0Eq8CQAip2iiEkUrpysWLCAkKQlREBFQqFSQch9TUVOS+vvUnkUgQsHYt2pXyPKKCT0AaWlsLbSXUHAdlejryCkw45yQSaBsYQK6nB0Nra7h88QVqd+ggdMyvLNRZWXgaHIyo1auhKrD2JQBoGRvDYdw4VPf2hlYV6YFGCKm6KkUI27RpE1asWIHY2Fg0btwYGzZsQKtWrf7zuH379mHQoEH45ptv8Msvv5R+oaRMXLl4EYv9/ZGVmQlDY2PocRyeREUJk/ABYO7Spfi0R49Sr6XgE5D5ASwrORkpz59rTMC3qV8fPWbOBCeVaixVVJmoc3LwfMcORK5ahdy4OI1tUgMDVB8zBg7jxkFmbCxOgYQQUsYqfAjbv38/fH19ERgYCFdXV6xduxbdu3fHgwcPYPmOx/mjoqIwZcoUdOjQoQyrJaWN53mEBAUhKzMTFlZWUKvViI6M1Ahgjk5O+LJ37zKpR+MJSJ5HakwMMt/o9C7T1UV3Pz84d+1aJjWVNT43F8937ULkihVQxsRobJPo6qK6tzccxo+H3MxMpAoJIUQcFf5X7dWrV8PDwwMjRoxA/fr1ERgYCF1dXezYseOtx6jVagwZMgTz58+Hk5PTf55DqVQiLS1N44OUT2GhoYiKiIChsTF4nsfTJ0+EpyABwMTMDDk5OQgLDS2TevRMTSGVyZCbkYGEx481AhgnlcLIxgZ6JiaVsv8Xr1LhWUgILjRujLBJkzQCmERbGw7jx6PD3buoPX8+BTBCSJVUoUNYbm4url27hq4FriBIJBJ07doVly5deutxCxYsgKWlJdzd3Yt1noCAABgZGQkf9vb2H107KR0pyclQqVTQ0tLCsydPkFOgz5SZhQUsraygUqmQUsSiz6XBtmFD6Bgb4+WTJ1AVqEWmowOLWrWgzsuDRa1alar1BJ+Xh5g9e3CxWTPc9/FBztOnwjZOLoe9tzfa372LOkuWQF4JwychhBRXhb4dmZiYCLVaDSsrK41xKysrhIWFFXnM+fPnsX37dty8ebPY5/Hz84Ovr6/wOi0tjYJYOWVsYvIqgEVHI7vAmosmZmawsLSEUqmETCYrk3Uh1SoVji5ahBdvXHXTNTWFnokJspKSKlXrCaZWI/Z//0NEQACyHj3S2MbJZLAbNgw1pk2DdhmtSEAIIeVdhQ5h7ys9PR1Dhw5FcHAwzM3Ni32cQqGAQqEoxcpISalVty5yc3M1ApiRsTGsrK0BAGkpKajt7AxnF5dSrSPl+XPs8fJC9NWrwhgnlULH0BBSLS2ocnIqTesJxvOI//VXPF6yBJn372ts46RS2AwZAqfp06Hj4CBShYQQUj5V6BBmbm4OqVSKuDeetIqLi4P16x+6BT1+/BhRUVHo2bOnMJa/bqCWlhYePHiAmjVrlm7RpNTwPI+Ffn5ILtD2QE9fH1Y2Nq/m9aWkQFdfH8O9vD7qytP/tXfn8VGVZ//HP+fMmn0hBEICYQfZN1EQELfH/vRR0dpiVVBKBUUQxaooKBZZtCoPLpXFDYvWhYrVqkUriEhRtCCIYZPNsAVC9mSS2c75/XEyk5ksZCHJZLner1debc7MOXMfA+brfV/nust3vi//JOPe9et5d8YMHAH1X+3PO4+bV6zAXVxc5XnNja7rZH76KYcWLqTgxx+DX1RVksaPp+vs2YTL3ykhhKhUsw5hVquVoUOHsn79esaNGwcYvyDXr1/P9OnTK7y/d+/e7Nq1K+jY3LlzKSgo4LnnnpMlxmZM13WeevxxPgloNRIbF4fNbifrzBksFgs9evfm9qlTGT5yZJ0/p7LO9227d2fsjBl0ufBCvnjmGTYsXRp0zrCbbuK6RYuwhofX+XPrk65p57Ttj67rZH3xBQcXLCB/27bgFxWFdjfcQNeHHyaygbeBEkKI5q5ZhzCAWbNmcdtttzFs2DCGDx/O0qVLKSoqYtKkSQBMnDiR5ORkFi9ejN1up1+/fkHnx5b2JCp/XDQfuq7z3FNPseatt/zHhl14IUtffpkjBw/6O+b37tv3nGaeztb5/u/33Yc9Ojqo/ssSFsZ1ixZx/u9+d073V5+yN27k8JIlOPbvR3O7US0Wwnv2rNEG2Lquk71xIwcXLiTv228rvJ547bV0feQRouTvkhBC1EizD2Hjx48nMzOTxx57jIyMDAYNGsS6dev8xfrp6enNeslHVO+VF1/kry+/7P++/+DBLF25kvDwcPrU01OHVXW+V8PCsHk8ZB85ErT5dtvu3bnl5ZdJOu+8evn8+pC9cSO7Z87EW1CAOT4es82G5nRSmJbG7pkz6fPcc1UGsZz//IeDTzxBzubNFV5LuOoquj3yCNGDBjXsDQghRAuj6IG/OUSN5OfnExMTQ15eHtGytUpIvfX66zy7YIH/+159+rDizTeJjomp1885tnMnq3//e6zh4VhKN5LWdZ3CzEzyMzKC3jtw3Dh+/cwz2CIj63UM50LXNLaPG0fhTz9h7dDBHyLBuA/XyZNE9u3LkH/8I2hpMnfrVg4uWED2l19WuGabyy+n29y5xAwb1ij3IIQQLU2znwkTrdcH774bFMA6d+vGX15/vd4DGAR3vgfwejzkHD2Ks6Ag6H0jJk3iukWLgkJOU1CwcyeO/fsxx8dXGJuiKJjj4nDs30/Bzp1EDx5M3vbtHFywgKzPP69wrfiLL6bb3LnEjhjRWMMXQogWSUKYaJbWffQRC+bM8X/fISWFZW+8QXwtWo/Uhq/zvdfpxK1p5KSn4w3YCkk1mwmPi2PYTTc1egCrSaG9KysLze3GXEWrFdVmw5OTQ+5//8uhp54i8+OPK7wndsQIuj36KPFjxjTIfQghRGsjIUw0Cy6Xi1UrVnAsPR2P282/P/3UX4PVtl07lq9eTbukpAb7/A79+5PQrRvp27bhKioKes0eHY3JYiGpT59G73xf00J7a5s2qBYLmtOJqXQ5NZAnPx9Pfj777ruvwmsx559vhK9LLmlyM3xCCNGcSQgTTd7COXP4x9//jtfjqfBabHw8y/76V1I6dWrQMTgLCvCUlFQIYJEJCeiAPSqq0Tvf16bQPmrgQMJ79qQwLQ3VbveHKa2kBGdGBp5KtnGKGjSIbnPnknDllRK+hBCiAchjg6JJWzhnDu+/806lAQxg6Pnn07V79wYdw7GdO3n+iis48t13/mOKqhIWG4vZZqND377c8PTTjdr5Xtc0Di9ZgregAGuHDpjCwlBUFVNYGNakJLyFhRxesgS9tBmxoqp0mTULU2QkrpMnceflUXzkCEV79lQIYJF9+zLw7be54OuvafurX0kAE0KIBiIzYaJJ0jSNn3bu5IP33jvr+zauX4/L5cJqtdb7GHRdZ+tf/8pHjz6K1+XyH+8xdiwX33UXmqaFrPN9bQvtAeLHjqX7nDnsnzuXkkOHKlwzomdPus6ZQ7vrr69V81YhhBB1IyFMNDnfbdnC68uX8+MPP/i3laqK1+Nh1YoVTJkxo17H4CwqYu0DD7Bj7Vr/MUVVueKBB7hk5syQ956raaG9q3QLp5ITJzjyzDMcW7UKPSBQAoR17Uq3Rx6h/W9+g2IyNfjYhRBCGCSEiSbluy1bePSPfyQnOxtPwNOH5SmK4i/MP5aeXq9jyNizhzenTCHz55/9xyLbtuV3y5Y1mc22qyu015xOVIsFRVHY99BDHHv1VbSSkqD32FNT6Tp7Nkm/+x2qWf5VIIQQjU3+zSuaDE3TeO6pp8jKzARFQVXVamfCgDoV5Ve1Cfe2d9/lg9mzcRcX+9/bdcQIfrd8OdGluzA0BVUV2oOxjOrOysIUFsaOm25CC7gXAHtKCl0efJAOt96K2gDLuEIIIWpGQphoMvb89BMHf/4ZFAWL2Yyr3LJZIN8smMls5vapU2v1OZVtwt2mSxfMNhv71q8Peu8lM2dyxQMPYGpiM0W+QvvdM2fiOnkSc1wcqs2G1+HAeeIEmsOBu9xmGNb27en6wAMk3347ahXLmEIIIRpP0/rNIlq1XTt24HG7UU0mXC4XNdlRa9yNN9aqKL+yTbidBQUc/uYbNK/X/77wuDjGv/givS+7rE730hjix46lz3PPcXjJEor27sWZl4fX4YDy4attWzrffz8pkydXunQphBAiNCSEiSZF13W8Hk9QAAus//Ixmc2Mu/FG5ixcWONrV7YJd3FuLjnHjvlbOQB0HDKEW1auJC4l5dxvqIFFDxtG3OjR5H3/Pd5yPcws8fGk3nsvnaZOxRQREaIRilZL0+CHHyAtDTp1gjFjQJ66FSKIhDARcpqmsTctzb/8GBi4TCYTZrMZHXC7XCiKwrjf/pYH582rdVuKE7t2kXngAOGxsaDr5J44QVHp04M+togIrpk/v8kHMK/DwdFXXuHIs8/iLncP5thYUmfMoNNdd2GWDeZFY9J1OHIEli2DN9+E06fB64X4eBg6FGbPhksvDfUohWgyJISJkPpuyxZWrVjB4YMHyc7KCgpgqqpiMpmM2TGvF0VR6NWnD4888USdWkT4NuHWFYXMgweDiu8VVSU2JQVPSQkl5Tblbkq8JSUcf+01Dj/7LK5Tp4JeM0VF0WnaNFJnzMASGxuaAYrWxRe6Nm4s+6rsaWWvF378EaZOhRUrJIgJUUpCmAiZ77ZsYeHcuRQVFuJ0OnGXK8TXAW/pMqGqqsTGxzPzoYfq3KMrIj4ezePhzIEDQcuPFrud+NRUdE1D93qJiI+v8z01FM3l4vgbb3D46adxnjgR9JopIoKOd95J6j33YG3TJkQjFK2CrsOhQ2WB66uv4OjR6s/zeiE5GY4fhyefhLFjZWlSCCSEiRDRNI1VK1ZQVFiI1+ulqLDQ/1pYeDhOpxNVUbCHh2OzWuneqxeT7ryT4SNH1unzvG43Oz/8kKLs7KDj4fHxxHboAIpCfkZGSDbhPhvN7ebk3/7GoaeeoqTcDINqt9NxyhQ633sv1sTEEI1QtGi6DgcOlAWur76CY8eqP89qhehoiIqCyEjjezCWJfftM2rFhg5t0KEL0RxICBMhsTctjcMHD+LxeMjPy/Mfj4iMJKVTJ1wuF/m5uUy++24GDB5M77596zwDlnfyJH+7806ObN0adDy6XTsi2rbF43TiyM3FFhnZ6JtwV0XzeMh47z0OPfkkxeW2GFKsVlJ+/3u6/PGP2Nq3D9EIRYuk6/Dzz8HLiydPVn9e795w8cUQGwuvvQYpKZXPdNntkJMDZ87U77iFaKYkhImQyM3JIT8vj2KHw38sLDyclE6dUFXVKLpXFDp17kyfc5iZ2v/VV7xz111BM2CxKSnEtG9P3smTFJ4+jcliIalPH8bOmBHyjvi6pnHq/fc5uGgRjoCO/QCKxULyxIl0efBB7MnJIRqhaFF0HfbuLZvl2rgRMjKqP++884wlxYsvNr58/zGwbRu8/TY4nVBZO5SSEmNWLCGhPu9CiGZLQpgIiU0bNgQFMHtYGB1TU/2zUC6XC4vFQmxcXJ2ur3m9rF+yhPVLlgQV+w+58Uauf+opzGFhlXbMr0+6plGwcyeurCysbdoQNXBglRtj65rG6Y8+4uDChRTt2RP0mmIykXTLLXR96CHCUlPrdYyildF12LOnbHlx40bjCcbq9O1bFrguvhiq2j1i8GDo1csowk9OhsDN5XUdsrNhwADjfUIICWGi8b27ejXvrV7t/95ms9ExNRVT6ebRuq6Tn5tLj9696d23b62vX5iZydt3382BTZv8x8x2O9ctXMj5N9/s3+InZeDAc7yTqmVv3MjhJUtw7N+P5najWiyE9+xJl1mziB871v8+XdfJ/PRTDi1cSMGPPwZfRFVJGj+errNnE96tW4ONVbRgmga7d5cFrk2baha6+vUrm+kaMwZqWnOoqkYbiqlTjSL8+HhjCbKkxAhg0dHG601gyV+IpkDRa9KWXATJz88nJiaGvLw8oqUPU6189Pe/8/hDD/m/N5vNREVHExsfj9Vq9deChUdGMueJJ2pdiH/42295a+pUCgLaN7Tp0oVbX3mFDnUIdHWRvXEju2fOxFtQgDk+HtVmQ3M68eTkYIqMpM9zzxF38cVkffEFBxcsIH/btuALKArtfv1ruj38MBG9ejXKmEULoWlGc1RfPdemTTWrvxowwAhcl1wCo0ef+3Lhhg3GU5D79oHLZSxB9uolfcKEKEdCWB1ICKubL/71L2bfc49/U+72SUnMePBB/vn++xw5dAi3243FYqFz167cPnVqrQKYpmls+stf+OzJJ4O2H+p/zTXcuGQJ9qioer8fn8BlR0tcHAcef5zCtDSsHTpU2FjbeeIE9g4dUG028so9KACQeO21dJszh8hGCoyimdM02LWrbKbrq6+MGaezURQYOLBsaXHMGGiI1ia+jvlnzhihbvBgmQETohwJYXUgIaz2Nn/5JbPuuguP2w1Am4QEXn3nHTp16eLvmJ+bk0NsXFytn4R05OTw3j33sOff//YfM1ksXD1vHiMnTw4KQvWt/LIjuo47Lw9LbCymyEhUsxk1PBwAT2EhzmPH0AKaxPokXHUV3ebMIboBl0hFC6BpRr1V4ExXTs7Zz1EUGDTIWF4cOxZGjTKWCYUQISchrA4khNXOf7/9lhm//z1OpxOAmNhYVv7tb/Soh6W2o9u389aUKeQE9C6KS0nhlpUr6ThkyDlf/2wqW3Z0Hj+O27f8YzKhqCqKxQK6Xmn4anP55XSbO5eYYcMadKyimfJ6YefOslmuTZsgN/fs56iqMesUGLpkBwUhmiQpzBcNateOHdw7ZYo/gEVERvLi66/XOoBpmhb0NGNSv358+/rrfPKnP+EtnV0DOO+KK/jt888TXsenKms8Ho+Hnx9/HPeZM1jatUO12/EWFuIO6HmGpqHrOnrA+Hyihwyh11NPETtiRIOOUzQzHg/s2FEWur7+GgL/TFVGVY3GpxdfXBa6YmIaYbBCiHMlIUw0mP179jB90iQcRUUA2O12lr78Mn0HDKjVdQ5s3szGF14g88ABvG43qsmE1+OhMDPT/x7VZOJXjzzC6LvuavBmq9kbN/Lzn/5E/g8/AMZm2orNZoStgHo0dN34CqBYLET268fwjRurbFchWhGPB7ZvL+vT9fXXkJ9/9nNMJiN0+Z5eHDXKeOpQCNHsSAgTDeLIoUNMu+02Ckp/oZgtFp5Ztoyhw4fX6joHNm9m7QMP4CwsJDw2Fk3TyElPD5r9im7fnpuXL6fLhRfW6z1UxrcE6c7KAoxQpXu96AHbLlWqtC7NkphIzyeekADWWrndZaFr40bYvBmq2zDebIZhw8pC10UXGdsBCSGaPQlhot6dOHaMuyZMILs0qJhMJhY/9xwjx4yp1XU0TWPjCy/gLCwkql07inNyyD1xImh2KSw2lhmff050I+ydqGsah5cswVtQgDUxEW9RkTHzVclyYxBVBVVFUVU6TZ0a1CdMtHBuN/z3v2Wh6z//geoCu9kM559f1jJi5Ehj/0UhRIsjIUzUq8zTp7lzwgROBWx9Mu+pp7jsyitrfa0Tu3aReeAAYdHR5B47RnG5guSI+HjMdjv5J082Sggr2LkTx/79mOPjMYWFgcWCHtD1vzJKWBi2pCSjPsztps0llzT4OEUIuVxG6PI9vbhlC5Qux1fJYoHhw8tmukaOhIiIRhisECLUJISJepOTnc1dEydyLD3df+zh+fP53+uvr9P1irKzcRUXU3jmDJ7Swn4w6r/iOnXCGhFB4enTQftCNiRXVpbR/V5RKElPrz6AWSzg8aCYzXjz8ojs25coaUHRtNW2t5XTCd9/XzbTtWULVPPnAosFLrywrE/XiBESuoRopSSEiXpRUFDA3bffzqGATafvefBBfnPLLXW+5rEdO3Dk5AQtP1rDw4lPTcVkseAuLsZksRDRWD2PNA1vYSGugG78VVEsFjCZ0N1u3KdPY2nThi6zZkktWFNWky7vTid8913Z04tbtkAlrUeCWK1G6PK1jLjwwso3txZCtDoSwsQ5K3Y4mDl5MnvT0vzH7pg+ndunTq3T9dwlJfzzscfY+te/Bh2PbNuW6PbtURQFXddx5OaS1KcPHfr3P6fxV8d56hRHlizh2CuvoAXMyPmZzSiqiu71oprNKBYLmtPpb00R3r07PR5/XGrBmrING4z9DgsKjO7xNpsRuHbuhIkT4fLLIT0dvvnG2AfxbGw2Y3bL1zLiggskdAkhKiUhTJwTp9PJ/XfdxY6A/Q9vnjSJO++9t07XyzpyhDfvuIMTu3b5jymqii0ykvDYWHRdx1NSgiM3F1tkJGNnzGiwlhSuM2c4snQpR1esqNhoVVWxtG2Lt7AQraQE3etFMZuxd+yIKSoKb1ERrtOnCe/Rg/P//W9Us/xVa7I0zZgBKyiApCRjOTEnx/i+qMiYiX3jjarPt1qNNhG+5cULLjA2rRZCiGrIbwZRZ263m4fvuYdvN2/2H7v+t7/l/jlz6rRV0E+ffMJ7996LM+CR/ZRBg7jojjvY/t57Rp+wvDxMFgtJffowdsYMuo8aVS/3Esidk8Mvzz1H+vLleMs9yWZt355248ZRuHcvxQcOoFut6CUlYDJhS0xEjYjAW1yMJy8PS5s29Jg3TwJYU+ZwwF//Clu3Gj27Tp+u0NutAkUxarjCwoxz4uNhzhzZmFoIUWuybVEdyLZF4PV6eeyPf+RfH33kP3bl//4vC5YswWQy1epaHpeLfy1YwOaVK4OOj5w8masfewyzzVahY36H/v3rfQbMnZdH+ksvkf7ii3jKdSm3tm1L5/vvJ2XyZExhYUGbdhcfOcLpDz/E8fPPRuG+xUJ4z550mTVLliCbGofDWFL0Pb24dWvNWozourHM2KmTEcB8f/Z0HY4fhwEDYN062aBaCFErEsLqoLWGMN9G2znZ2ax9+22+DNgw++LLL+fPL76IxWKp1TVzjh3jb1Onkh6wnGmLjOTXzz7LwOuuq7exV8YXpIqPHSP7yy/JeO89POXaYFji40m99146TZ2K6SxPsAWGMmubNkQNHChF+E1BYaFRPO97evH772sWuiIjja+oKKMG7NgxI4BV9hCIw2EsW65da3SyF0KIGpJ1ElEj323ZwqoVKzh88CB5ubmUBNRIDR85kieff77WAWzvF1/w7owZxhOQpZL69OGWl1+mbbdu9TLuqsJR9saNHHr6aQp27MCTn19hCcocG0vqjBl0uusuzDUI2oqqEj14cL2MWZyDwkKjIapvpuu//zWWDM8mMrKsED852Zjp8i2n6zqcOmVsFVTVJth2u1FD5tu4XQghakhCmKiSb+Zr63/+w3tvvonb7UbzeoMCmNVm45ZJk7DZbBXOPbFrF4VZWTiyswmPiyMyIYEO/fujaxr//vOf+fL554POOf/mm7lu4UIs9fQkWfbGjRxesgTH/v1By4RxY8aQ/sILuHNyjKLsQIpC0k030evpp7FU9UtXNK6z9e4qKKgYugL376xMVJRRSO9rGTFkCGzaZDwdmZtrXNtuN2bAsrON91utRkir7M9mSYnxekJCvd62EKLlkxAmKhU485V95gxerxeT2Yzb5fK/x2a3Ex4ezttvvMFFY8f6a7R8G26fSEujJC8PTdNQVRV7TAyJ3btTkp/Pyd27/dexhIVx/ZNPMnT8+Hobv2+PR29BAeb4eMw2G97iYnK/+47sDRsqnqCqWBISQNdxnjpVo9kv0QjK9+4ym42w06sXHD4M27ZVH7qio2HMmLKWEYMGGdcJdOmlsGJF2Wfl5BjBasAAePBB+POf4ccfjZmywIdOdN0IagMGGOFQCCFqQUKYqOC7LVtYOHcujqIibHY7vrLBwABmtdno1LkzHo+HI4cOsTctjT79+/s33HZkZ+MsKkLXdVRVRdc0inNyOLx1a9DSX9sePbh15Uran3feOY/bv/SYmcnBRYvw5OdjS042xp6VhSsjw9+7y09RsLRtizUxEdViwVtcjGP/fgp27pTlxfpU1WzW2Wa5NmyAP/zBCESqasw4ORxGfdaOHVV/VkxMWei6+GLjmjV5WOTSS42QVtl4VNWYKTt+3KgLC5wpi442GrpKDaAQopYkhIkgmqaxasUKHEVFJCQmkpudjdfrJfD5DUVR6NS5M2azGVVVyc/LIzcnB03T+PL553Hk5OB2OtF1HbPFgg7ouo5WrjZn4Lhx/PrZZ7HVw5YtgUuPXocDd14eitUKJ07gyc1FDwiQPubYWGwpKagBtWyqzYYnJwdX6ebjoh5U1Yn+yivhs8+Cj3ftCpddZoSbV14xlhurExcHo0eXLS8OGFCz0FUZVa28uP5sM2WBHfWFEKIWJISJIHvT0jhy6BAWq5Wjv/xCSXEx5R+gVU0mvB4PFosFl8uFxWIhNi6OratXc2TrVrweD3rpEpFb01CgwjXCYmMZfeed9RbAApcedbMZcnLQi4txV7alTOmMhaVNm6AABqA5nagWC9Y2bc55XM1ObfdNrImqOtH7NrkODzdmkrxeo0dXerpx/GxMJqM2y2yGl16C8eMbZxbqbDNlQghRBxLCRJDcnBwcRUUUOxx4vV608oXrGMt+ntLZsfzcXHr07o0lJ4f1S5bgdblQTCb8kUvXKd8DJbp9e3RNC3oqsq50TePwkiV4CwqwJCXhzc/HdeJEpQ03LfHxWNq1o+SXX9BKSlDKzZbouo4nJ6d1brRdk30TayuwE72vlsrjMZbxCguNVhF5ecbX2ZhMRnF8VJTxJGNYmPHzPXnSWBpszBBU1UyZEELUgYQwESQ6JoaS4mIjZFUSwMBYsvS63WSeOkV4ZCS33XEHX73wAh6nE9VsrjDr5aOoKoqqYrJY0DWtXjbeLti5k6J9+8BioXj//orbCwEoCvbOnbGUbnuk2myg60ZPMFVFtdnQnE48OTmYIiNb30bbVc1W/fijcXzFiroFsR9+gN27wWKBo0eN4FXdZtdghC6z2QiCbdsarSHK78BQXCxPJAohmj0JYSKIoihoul4hgJnNZjRN88+MOZ1OevTuze1Tp9IhIoINBw4QmZBAntuNq6io0mvrgMVux1VcTIe+fWu08fbZmqDquk7m55/jOnUKvbJeUL4gVfoL3FtcjCcnB0t8PCm//z1Z69fj2L8fT04OqsVCZN++ra/LvabB4sVGDVZ8vDHDpKrGbFNyslGI/uSTxjJcTYJpZmZZY9RPPjHOr07gTJevHURGhrGP44kTFftzyROJQogWQkKYCLI3LQ1vuUBjsVhQVBVd1zGZzdhsNibffTe/vfVWVFVl35df4nW7MdvteJzOKq+tKgqqyYQ9KqpGG29X1eer8333AXBw4ULyvv22wnnmmBisSUng8VBy4oQxy5WXhzk8PChopc6YIV3uV66EzZuNZcL8fCNo2WxGAIqKMoLZvn3GrFZly3CnThmhyxe8AlqPVMlkMsKf76nDbt2MBqk+DocRxKZMgWeflScShRAtloQw4Zd+5AgvPvts0HKiajKh6TqKpmEPCyMqJgZ0nQGDB/tDVHhcHB6nk4LMzLNufmyNjKTjoEE12ni7sj5fmtNJ/g8/sOM3v0ErKalwjik6GltSEqbwcMCYKTNHRmLv25euDz+MrW3boKDV6rvcb9gA8+cbNWAWS9keicXF8MsvkJpqhKPAbvAZGWWB66uvYM+e6j9HVY22EYEzXQcOGMuTYWHBASxwlmvKFOjZU55IFEK0WBLCWjFfR/zcnBy8Hg+L580jL6BYvkNKCjabDY/Xi9lkwma3k5mRQa8OHVAzMzm2cydtunRh07JlFJcrro5q1w5bZCSa14sjK4u41FR+/fTTJA8cWOkMWOCyoyUujkPPPou3oABrhw4oioK3qAjnyZN4K2lZED1kCE7fkqSioGtaWY1XVBQ95s1rXUuMNeErmnc6jZkpRSn7slqNYHbyJLRrZxTQr1wJM2caYag6HToYy5cXX2zMqj3xhBG4IiKMa5eUGDVfZrMR/hyOqme55IlEIUQLJht410FL2MDb1xH/yKFDOJ1O8nNz8QZ0Ho9r0wZVUYiOjcVqteJyudBOnKBjQQExVitmkwnVbMZZWBjUBkJRFGI6dCAsLg6v04kjNxdbZCQ3PP10lbNf5ZcdATy5uVgSEzGFhxvhKz+/wnnRQ4bQ66mniB0xosqlyxZR49UQrSO2bYMbbjCC0bFjxuyXxWLMRGma0TKiuk70PikpZd3ox441lhcDC+lr0yfsXJ/IFEKIZkRCWB009xAW2BE/IiqKjBMncAXUcv321lu59Mor/SHN7XbTvrCQpOxsFF8HfPD3AvNJ6tsXe3Q0OenpeN1uTBYLbbt3P+vyY/llR9Vmw52VhfPYMeMXeSV/PNWICFSrlf6vv07C5Zf7j5+tiL/ZaojWEWCEn9tvN56GPHPGKKiv4mnYCjp2LAtcY8dCly4Vn14sry4d84UQooWT5chWJrAjfnxCAkd/+SUogIWFh5N+5AjDLryQYRdeyN60NPZ/9RXfPf00Xl3HZLGgeb0VAlhcp07c/a9/YTKbObFrF0XZ2UTEx9Ohf/8qC/ADe3z5lx2Li43WEVAhgKnh4diSksBsRi8qqtBQtcXVeDVE64j0dKOW6+9/N4JPRkb153TqBJdcUrYNUE1CV3lV9deSvltCiFZMQlgr4+uIHxkdzfH0dEoClhLbJCQQFRMTtBdk77592fDQQ8YSn9mM1+2uEI5MNhuax8OpPXtIGTiQlBo2Oi3YuRPH/v1Gl3unk5KMDDyVNHBVbDbsycmYSmcdXSdPtvyGqoGNTuPijLosXTc6zAe2jhgzBnbuNAKVr+9adnbZrJIvdPmK6Q8frv6zzWYjHHXvDv/8p7GVkBBCiHonIayVyc3JweVyUZCfj8Ph8B+Pi4+nbbt26LpOQX4+uaVh6MSuXWT/8gu6rlfY/FpRVaM5q6bhLi6mKDu7VmNxZWUZM19FRZWGL99siyUhAVNUFFpJSetpqPrDD0a4Kiw0ngr0tXTwtY+IjzdeHzXKKKAvKABffzbfVkxer1HsXh2TyehEHxNjLHcWFBjF8S+8IAFMCCEakISwViYqOpqiwkKcAb+cY2JjaZeUhKIoOJ1O/16QAPmnTuEsLKy4NGg2o5qNPz66242iqrXqgF989CjHXn0VdyUbZas2G9akJHSPB3dmJrjduDIyWldD1S++AN8/G4vFCEqB7SN8tVy+zvF5eWU1XZVsVh6ke/eypUWLBV57razmDKQFhBBCNBIJYa2Ipmm89+abQQEsKjqapORkFEUJ2guyd9++ZP/yC/964okKDVhNVitq6b6Luqah6zrxqak16oBfcuIEh59+muOrVlWcWbPZsLVvj7k0ALpOniR25Ei6P/447pycllNsXx1Ngw8+MEKX1RpcqG42G2HpxAnj+0padlQQHg4331xWSJ+cHPz6b38rxfFCCBECEsJaCV3X+fP8+XzywQf+YxaLhTZt26Lrur9NRXhkJLdPncref/+b9+65p0L/L8VkQil9atG3h6TFZuPK2bPP2gHfeeoUR5Ys4dgrr6CVC3WK2YwaHo41KQmT3R687Hj//cS0tsLtH34wQpbdbhTi+54i1LSzNsP18/X7at/eCGAuF9x5Z9UF8FIcL4QQISEhrJV48ZlneG/1av/3PXr3Ji4ujvRffqEgL48oTaN3YiJX/eY3nP78c95fvjzofFtUlPH0otuN1+02uurrOha7nSsefJAeY8ZU+rmuM2c4snQpR1esqLC5tj0lhS4PPoi9Y0d+eeEFHPv348rNbV3LjoF03VgWfOMNo2WE213zfl0mU9kXGOdGRBi1XidPlnW8F0II0WRIn7A6aOp9wgI74cfGxbFl0yZeWrLE/3q/gQNZ9te/EhYezpdvvskPb76JIyMD3evFWVCAN6CmyBoezg3PPENUYiIbX3iB0wcO4HY4UFSV+NRUrpw9m+6jRlXoz+XJy+OX558nfdkyvIWFQeOztm9Plz/+kZRJk1BtNqCF9viqjq4b2/4EbgN06lT15/n6p7VtaxTT//KLEb58/7x8s2bduhnfFxXB2rUy2yWEEE1Mi5gJ+8tf/sLTTz9NRkYGAwcO5IUXXmD48OGVvnft2rUsWrSIAwcO4Ha76dGjB/fffz8TJkxo5FE3jMBO+G63G5fTSUFAt/kevXvzwmuvERYeztbVq/n2//4Pd0kJ1vBwCrKy0AK75nfsyO//9jcSe/QAoOvIkRV6gOVu2sT2ceP8neoVkwnVZsN1+jRe39N6paxt29L5/vtJmTwZU1hY0GvNtsdXbZqN6rqxwXVg6Dp9uvrPsNvLviIjjY22S7doIirKOO7reK8oxmthYcbX8eNGoX1z/GcrhBAtXLMPYe+++y6zZs1i+fLlXHDBBSxdupQrr7ySffv2kZiYWOH98fHxzJkzh969e2O1Wvn444+ZNGkSiYmJXHnllSG4g/oT2Ak/OjYWiorIysz0v96ufXteeuMNMn/6ifeef57DW7fiLa3PKvY1SC1lttmIT00lwTebAqiqGtQDLLDbvSk2FvLzcWZkVOi8bomPJ/Xee+k0dSqmwM2am5radm+vrpu9phmha+NG42vTJmOZsToDBhizWN98YyxFJiQE760YE2M0a12+3Kgdi4szPt83g2kyGS0sjh8P3odRCCFEk9LslyMvuOACzj//fF588UXAWIrr2LEjM2bMYPbs2TW6xpAhQ7j66qt54oknKn3d6XTiDCgmz8/Pp2PHjk1qOVLTNKZPmsTPe/fStl07CvLzOX70qP91VVUZOHQos6dN44OHHqIwM9NoPVGJ2JQUrGFhuBwOJrz2Gsn9+1dYKgTYPm4cBbt2oVgsuE+fNjbQDqCYzXSZPZvUadMwN5F/TlWq7fZAlXWzLykxlhNVFc47zwhglbTgCKIoRujybXg9ZoxxvZqMKfD1ggJjI2xFMYrxIyNlH0YhhGjimnUIc7lchIeH8/e//51x48b5j992223k5uby4YcfnvV8XdfZsGED1157Lf/4xz+44oorKn3f448/zp/+9KcKx5tSCNu9axd/nDaNsPBw3G43x375xf+ayWwmqUMHPC4Xl1gs5Ken4yourvJJu4SuXbGEh1N4+jTX/P73eDZsqLAxdsL/+38cWrAAT2FhxcJxVcUcF4fJZmPQu+82/WXGqrYHysoylvvKbw+kafCrXxnNUuPjjYaqhYXG+dUV0SsKDBxYtg3Q6NFlne4rU93sXODrlXXMlxkwIYRospr1cuSZM2fwer20a9cu6Hi7du3Yu3dvlefl5eWRnJyM0+nEZDLx0ksvVRnAAB5++GFmzZrl/943E9aU5Obk4Ha7MbvdHE9P9x83mUykdu5MZEkJEUePcqaSbYfKy8vIIC45mViXi5zly1FcLmNzba8Xj8NB7rffkr1xY8UNn1UVa9u2WBMTQVVxZWTgqm4mKNQCtwdKTi7bEzEsLHh7oLFjjX9uP/4Iq1fD5s1GUKuupktVYdAgI3BdconR4b60D1qNVNc+QtpLCCFEs9WsQ1hdRUVFsWPHDgoLC1m/fj2zZs2ia9eujK2iHYLNZsNW+hRfUxUbF4eu6xxPT8c3uamqKh07dyba6STm8GHU6gJY6VN3npISCjMz6VFSgqKqmKKiKDl2zGgxUdlMj6JgSUjA2q4daumWOd7iYlSLpcIm203ODz8Yy3lt2lS+KXVYGHz/vRHCfvzR6ExfnbAw41oPPQT33AOxsfU9aiGEEC1Asw5hCQkJmEwmTpV7rP/UqVO0b9++yvNUVaV79+4ADBo0iD179rB48eIqQ1hzoCgKeTk5/gCmKAodO3Ui2uslJj0d1e3GVN1FSs/VdZ1oIFJRUKxWin/5xXjirrLPtVgI69kTk9UacBkdT05O89hk+8wZo97KZjPu3+EwZsV8y4u+2b6vv676GuHhxrJlVJRRi+V0Gm0hrr5aApgQQogqNesQZrVaGTp0KOvXr/fXhGmaxvr165k+fXqNr6NpWlDhfXNz+OBBpk+ahDdglqpjTAypR45gcjgw+YJZTS6mKJgsFoZeey2et97CeeZM5bNnJpMxK6Yoxv6O8fGoNhua09nwm2xrGmzbBlu3Gt9fcIGxJFfbz/J4ICPDKKj/+WcjgJVfYi3PZIJhw4wC/NxcSE01thLy0XWjJkvaQgghhKhGsw5hALNmzeK2225j2LBhDB8+nKVLl1JUVMSkSZMAmDhxIsnJySxevBiAxYsXM2zYMLp164bT6eTTTz9l9erVLFu2LJS3UWfHjx7lrokTycnOBoxZvl6xsSQdO4ZaXfjyNf3UdaJ0HZuioFmtpKSmov7rX3grW3ozmVB8oUNRMIWHE9apE66MDDw5OQ3f7X7DBnjwQUhLK2vJYLFAv37w5z+f/UlAtxu2by9rGbF5szHjVZ2YGLjrLmNJcuRIY8bLV8yfkWEUxAe2kJC2EEIIIWqg2Yew8ePHk5mZyWOPPUZGRgaDBg1i3bp1/mL99PT0oD0Ni4qKmDZtGseOHSMsLIzevXvz5ptvMn78+FDdQp1lnjrFXRMncjojAzCWIKf94Q8cWrYMd1W1X6qK2WzGU1ofFufx0NntJsLrxQyYiopQsrMpLn9eafhSVBVd19E9Hkx2O4rVSrdHHsHatm3Dd7vfsAEmTjSCDxjhC4wZrR07YMIEo2jeF8Tcbvjvf8tC13/+YywTViciwghVXq9RK7ZyZcVwd+mlxlOTvhYROTlGC4kBA6QthBBCiBpp1i0qQqUpbFuUk5XFH26+mcMHDviPPfLEE5xcvZpjO3ZUWYCvKAqq2UxUYiLmjAx65uVhwUjjlc6YlW4Grfi6ses6uteLYjJhTUxE0XUGvv12w7eh0DS48kqj4anXa9Rw+ei6Ebh87R/GjTO60f/nP8YS49lYLMZyZmqqsYXQ6dNGqKuuT1jguGrT4FUIIYQo1exnwlqjgvx87p40KSiAzXrkEYZ07coraWkVAphiMqF7vaDrRHq9WL1erA4HqQ4HdqCqyKDYbNhTUig5etQIG7puLEGGhWFJTEQrLCSisYrvf/gBfvrJGIdvBkzXy/ZJ9H3997/GV1WsViN0+ZqjjhhhFNZD3QKVtIgQQghRRxLCmplih4N7Jk9mb1qa/9jUmTO5YtQoXrv55qDNtwFMViuqyUR0SQmdiosJ1zRMuo7Z4ag8fKmqMesF6G43itmMNTkZb14epvBw1LAwUFW8ubn1W3xfXQA6c8aoudI0Y6bKF7qqY7PBhRcagWvsWOP/l9u3MvDeJVAJIYRoLBLCmhGn08l9U6eyc/t2/7EJkydzflISL/zqV7iLgyu5TDYbqqoS63LRo6gIs6ahUsUPvTR8BQYqXVFwZ2XRbe5cTn/0EY79+/Hm59d/8X1V2/PMmmXUZn31Ffzzn8bTiFB9+Bo2DK65xgheF1xgXEMIIYRoYqQmrA5CURPmdrt54O672bR+vf/YlZddRvfCQvZv2BD0XpPNhl46U6SaTAzOyyPK661y2RFFQbHZUAKbleo6mseDJTqafq+9RptLL62wf6Q/sJ1LXVTglkFxccYsV26u0RTV46m2uz9Q9lmqauy9+O9/S12WEEKIJk9mwpoBr9fLvAceCApg50VFwaefsj+giaotMpKL776b3W+8YbSL8HjoWFBAVCUzR6rdbjzl6HT621QEdozXPR5UqxU1PBxrmzYoqlp58X1tN74OVFgIDzwAJ08a358+XX3o8rXVUBSjP5eilHXxb9cO5syRACaEEKJZkBDWxOm6zqK5c1n3z3/6j/UGUk6dQgsILKrZTILVivWDD+iTlYUnLw+1smW70qcdNU3DlpCA88QJ43M0zZjZKm0/oasqJquViJ49qy68r2rj6x9/NI6X3/i6qAi++aasZcTWrVV24g8a7/DhcO21xvJiYaERtOrSJ0wIIYRoQiSENWG6rvPswoV88N57ACi6zhAgvlzbhYg2bWgfHk7S/v04jh1DLa39Kk+xWv2zRLrHg6egAHNCAp6sLPB40DQNFAXVasVktWJp06bqwvuabHy9YIERlDZtMuq6vvuu+tClqsbWP1FRRr+uvDz405+M9hQ+V1xRPx3zhRBCiBCSENaELV+6lL+9/joAdk3jAlXFGtBsVFFV4lJSCIuJoe3u3Zih4uyXb/kOo1WFn8mEVlKCyWIxZrrMZkqOHDHqyMLDiejZ8+yF95VtfO31lu25mJcHX35pfJ2NohgtImJjjeAVHl52PYfDmF1LSAg+R1Xh/PONLyGEEKKZkhDWRL2xciUvv/giAAkeDwO8XkwBs0gWu5341FTMNhv2wkJsxcV4rFYoKcGs6ygWi9EbzGJB0TR0txvN5UL1NV0FdK8X1Waj54IFxI0ZU3XhfWV8LSPMZsjKMoJXdY1RwdjSZ9Qoo13E6NEwd67R/6tdu6CaNNmDUQghREsnIawJWvPWWzz31FMouk43t5subnfQ6/boaOI7dfKHJFPpFkSaruM2mwlLSMAcFUXJ4cMAKGYzuqahWq3opU8c6oBqsdD1oYf8s13RgweXPen4739XfNIxL8/Yb3HjRvj0U6OQ/vTps99MZKQRuHzNUQcNCt7w+pFHjPqx48dlD0YhhBCtioSwJubjDz5g8WOPYdU0BjidxAUsL1rCwojv1Imi7OygWSOvxYKuKODxoEZEYG/fHl3XUe12vKW9wxRVxd6pE4quE1ZQgJqbi7V3b1Juv73sw8s/6Wg2G0GsRw84dMgIZ9X16DKZjODl9ULfvvD112Ud7isjezAKIYRopaRPWB3UV58wTdPYm5ZGbk4OsXFxHD96lIdnziTW7aZfSQkBuyOS2KMHt7z8MoVnzrD2gQdwFhYSHhuLyWbDW1JCp717iXC7Ce/SBXtUFACeggJK0tPR3W7UsDDaJybSIT2dMIcDVVEwxcdjGjjQCDsAf/iDMQNlMkFxsfFVHVU1QlZMjNHnS1GMIBUdDcuX1zxEyR6MQgghWhkJYXVQHyHsuy1beH35cg7s24fL7SaspITMkhI6u910c7uDNtMe/Otfc/2f/4wtIgKAA5s3s/GFF8g8cACv243JYqFjbCzJR4+ier2Y4+JQbTY0pxPXqVNoJSW0MZnomZWFWdfxhIVhbd8es8kEGRnGh7hcNQtd8fFGQ1TfEmNmptEaoi59woQQQohWTEJYHZxrCPtuyxYevf9+cnNy0HSdSLebEl2nj8tFgq/xaKmINm343fLl9Bg9Oui4pmmc2LWLouxsIuLj6dC/P7mbNnF4yRIc+/ejud2oFgvhPXvS+Z57iHn0UZQ9eyAyEtXtRikoqFnoMpuNthNmMyxbBr/5TcUZKpnFEkIIIWpNQlgdnEsI0zSNCddfz760NKI1jTBNw6nr9HW5sAf8KExWK3GdOlGSl0dSnz78/u23UWsQbHRN8z/laFNVIrOyUN5/H9auhXIF/pUym8v6dEVFGYXyum50tV+1KrhflxBCCCHqTArzG9nuXbvISktjmMMBmkamxUIftzuouaobiE1JwRYejqooZB44wIldu0ipqnO9z+nTKF99RfRXXxlPMKalVT8g30xXYSG0bw9JScGtIsCYMbNaK/brEkIIIUSdSQhrZN+8/z69CgtRgXxVpXvA7JRe+uUCnE4nEZGRRuF9Xp7xRGT5Zb+kJOPpQ1/o2rOn+gGYzWWzXJGRxkxXcTEcPmxsOVSe9OsSQgghGoSEsEakaRoZGzZgAVQgIaDdg7f0mKrrdPN4SMjNpa3LRaGmUaBpxO/fD48/bsxuORzG0mJ1WwCBEdQuvhh27jR6enXqFFyv5QtZfftCbq706xJCCCEaiYSwRnRi1y48Z86gABpG6FKAEqCz201Pp5N+TifxXi9hOTmopU1VUVXUu+7ybz90VsnJRujyPb3YvbuxvOjbbPvEicpD1p//bJwv/bqEEEKIRiEhrBEVZWeDrqNgLDtqGFsSjcvPp6PbTVjp+5Ry/3vWBqmqamz58/jjcNll0LVrxZouqHlT1LFj5UlHIYQQohFICGtEEfHxmK1WVJMJzeulu8vF73JziSoNZpVEp4oUxWiK6qvr8niM5cmhQ6Fbt7Ofe+ml1YcsVTWuJYQQQogGJSGsEXXo35/2553H4W++waLrXF1QQGRtApjFYixJJiZCaeNWLBajluvMmZoNQkKWEEII0STIOlMjUlWVS+65h4g2bejgctG+tLA+sNJLL/c9VmvZ//ctMwYW5JeUSPsIIYQQohmSENbIuo8axfgXX6RfQgImjLowjeDwFTQrpuvBNV6KYrSZ8L2WnW1sEyTtI4QQQohmRUJYCHQfNYqLp01DUVVUsxnFYvHXZVVYltR14zVFMfZmtFiMJxsdDqOdhLSPEEIIIZol+c0dIuqIEShWKyZdx2SxoFgsKJU91egLYRERRmf7yEhj0+2iIuPJxuXLpX2EEEII0QxJYX6oDB1qNEjdscPoVG+xGF8eT3BLCpMJYmNh4EB48EHjyUhpHyGEEEI0exLCQkVVjQapEydCZqYRvnz1X2YzxMTAHXfAmDHG05ASuIQQQogWRdH1mrRhF4Hy8/OJiYkhLy+P6Ojoc7vYhg2weDH89JMxI2azQb9+8PDDsswohBBCtGASwuqgXkMYVNyYW2a9hBBCiBZPliObAmmgKoQQQrQ6Mt0ihBBCCBECEsKEEEIIIUJAQpgQQgghRAhICBNCCCGECAEJYUIIIYQQISAhTAghhBAiBCSECSGEEEKEgIQwIYQQQogQkBAmhBBCCBECEsKEEEIIIUJAQpgQQgghRAjI3pF14NvzPD8/P8QjEUII0VJERUWhKEqohyEakYSwOigoKACgY8eOIR6JEEKIliIvL4/o6OhQD0M0IkX3TeuIGtM0jRMnTjTZ/2rJz8+nY8eOHD16tFX8hZb7bfla2z3L/bZ8ld1zU/2dIhqOzITVgaqqpKSkhHoY1YqOjm41/0IDud/WoLXds9xvy9ca71mUkcJ8IYQQQogQkBAmhBBCCBECEsJaIJvNxrx587DZbKEeSqOQ+235Wts9y/22fK3xnkVFUpgvhBBCCBECMhMmhBBCCBECEsKEEEIIIUJAQpgQQgghRAhICBNCCCGECAEJYUIIIYQQISAhrJn6y1/+QufOnbHb7VxwwQV89913Vb537dq1DBs2jNjYWCIiIhg0aBCrV69uxNGeu9rcb6B33nkHRVEYN25cww6wntXmfletWoWiKEFfdru9EUdbP2r7M87NzeXuu+8mKSkJm81Gz549+fTTTxtptOeuNvc7duzYCj9jRVG4+uqrG3HE56a2P9+lS5fSq1cvwsLC6NixI/fddx8lJSWNNNr6UZt7drvdzJ8/n27dumG32xk4cCDr1q1rxNGKkNBFs/POO+/oVqtVf+211/S0tDT9jjvu0GNjY/VTp05V+v4vv/xSX7t2rb579279wIED+tKlS3WTyaSvW7eukUdeN7W9X5/Dhw/rycnJ+ujRo/XrrruucQZbD2p7v6+//roeHR2tnzx50v+VkZHRyKM+N7W9Z6fTqQ8bNky/6qqr9M2bN+uHDx/WN27cqO/YsaORR143tb3frKysoJ/vTz/9pJtMJv31119v3IHXUW3v96233tJtNpv+1ltv6YcPH9Y/++wzPSkpSb/vvvsaeeR1V9t7fvDBB/UOHTron3zyiX7w4EH9pZde0u12u759+/ZGHrloTBLCmqHhw4frd999t/97r9erd+jQQV+8eHGNrzF48GB97ty5DTG8eleX+/V4PPrIkSP1V155Rb/tttuaVQir7f2+/vrrekxMTCONrmHU9p6XLVumd+3aVXe5XI01xHp1rn+H/+///k+PiorSCwsLG2qI9aq293v33Xfrl156adCxWbNm6RdddFGDjrM+1faek5KS9BdffDHo2A033KDfcsstDTpOEVqyHNnMuFwutm3bxuWXX+4/pqoql19+Od9880215+u6zvr169m3bx9jxoxpyKHWi7re7/z580lMTGTy5MmNMcx6U9f7LSwsJDU1lY4dO3LdddeRlpbWGMOtF3W5548++ogRI0Zw9913065dO/r168eiRYvwer2NNew6O9e/wwCvvvoqN910ExEREQ01zHpTl/sdOXIk27Zt8y/fHTp0iE8//ZSrrrqqUcZ8rupyz06ns0IZQVhYGJs3b27QsYrQMod6AKJ2zpw5g9frpV27dkHH27Vrx969e6s8Ly8vj+TkZJxOJyaTiZdeeokrrriioYd7zupyv5s3b+bVV19lx44djTDC+lWX++3VqxevvfYaAwYMIC8vj2eeeYaRI0eSlpZGSkpKYwz7nNTlng8dOsSGDRu45ZZb+PTTTzlw4ADTpk3D7XYzb968xhh2ndX177DPd999x08//cSrr77aUEOsV3W535tvvpkzZ84watQodF3H4/Fw55138sgjjzTGkM9ZXe75yiuvZMmSJYwZM4Zu3bqxfv161q5d2yz+w0LUncyEtRJRUVHs2LGD77//noULFzJr1iw2btwY6mHVu4KCAiZMmMDLL79MQkJCqIfTKEaMGMHEiRMZNGgQF198MWvXrqVt27asWLEi1ENrMJqmkZiYyMqVKxk6dCjjx49nzpw5LF++PNRDa3Cvvvoq/fv3Z/jw4aEeSoPZuHEjixYt4qWXXmL79u2sXbuWTz75hCeeeCLUQ2swzz33HD169KB3795YrVamT5/OpEmTUFX5Nd2SyUxYM5OQkIDJZOLUqVNBx0+dOkX79u2rPE9VVbp37w7AoEGD2LNnD4sXL2bs2LENOdxzVtv7PXjwIEeOHOGaa67xH9M0DQCz2cy+ffvo1q1bww76HNT15xvIYrEwePBgDhw40BBDrHd1ueekpCQsFgsmk8l/7LzzziMjIwOXy4XVam3QMZ+Lc/kZFxUV8c477zB//vyGHGK9qsv9Pvroo0yYMIE//OEPAPTv35+ioiKmTJnCnDlzmnwwqcs9t23bln/84x+UlJSQlZVFhw4dmD17Nl27dm2MIYsQadp/kkUFVquVoUOHsn79ev8xTdNYv349I0aMqPF1NE3D6XQ2xBDrVW3vt3fv3uzatYsdO3b4v6699louueQSduzYQceOHRtz+LVWHz9fr9fLrl27SEpKaqhh1qu63PNFF13EgQMH/AEbYP/+/SQlJTXpAAbn9jNes2YNTqeTW2+9taGHWW/qcr8Oh6NC0PIFbl3XG26w9eRcfsZ2u53k5GQ8Hg/vv/8+1113XUMPV4RSiB8MEHXwzjvv6DabTV+1apW+e/dufcqUKXpsbKy/LcGECRP02bNn+9+/aNEi/fPPP9cPHjyo7969W3/mmWd0s9msv/zyy6G6hVqp7f2W19yejqzt/f7pT3/SP/vsM/3gwYP6tm3b9Jtuukm32+16WlpaqG6h1mp7z+np6XpUVJQ+ffp0fd++ffrHH3+sJyYm6gsWLAjVLdRKXf9Mjxo1Sh8/fnxjD/ec1fZ+582bp0dFRelvv/22fujQIf3zzz/Xu3Xrpv/2t78N1S3UWm3v+dtvv9Xff/99/eDBg/qmTZv0Sy+9VO/SpYuek5MTojsQjUGWI5uh8ePHk5mZyWOPPUZGRgaDBg1i3bp1/iLQ9PT0oP+KLCoqYtq0aRw7doywsDB69+7Nm2++yfjx40N1C7VS2/tt7mp7vzk5Odxxxx1kZGQQFxfH0KFD2bJlC3369AnVLdRabe+5Y8eOfPbZZ9x3330MGDCA5ORkZs6cyUMPPRSqW6iVuvyZ3rdvH5s3b+bzzz8PxZDPSW3vd+7cuSiKwty5czl+/Dht27blmmuuYeHChaG6hVqr7T2XlJQwd+5cDh06RGRkJFdddRWrV68mNjY2RHcgGoOi681gblcIIYQQooVpOdMHQgghhBDNiIQwIYQQQogQkBAmhBBCCBECEsKEEEIIIUJAQpgQQgghRAhICBNCCCGECAEJYUIIIYQQISAhTAghhBAiBCSECSGEEEKEgIQwIVqgHTt2oCjKOX9FRkaG+lZq5b333uPqq68mKSmJmJgYxowZw+bNm0M9LCGEqJSEMCFEi7F06VISEhL4y1/+wpo1a0hOTuayyy5j586doR6aEEJUIHtHCtECHTp0iF69euHxePzHOnfujM1mq9V1IiIi2LZtW30Pr8FkZWXRpk0b//eaptG/f38uuugiVq5cGcKRCSFEReZQD0AIUf+6du3KqlWrmDhxIpqmAdC7d28+/PBDrFZriEfXcAIDGICqqvTr14/Dhw+HaERCCFE1WY4UooW65ZZbWLZsmf/7devWcfPNN+P1ekM4qsbl9Xr5/vvv6d69e6iHIoQQFUgIE6IFmzJlCs8++6z/+/fff5/JkycTiiqE+fPno6oqu3btqvM1Tp48SVhYGNOmTavR+1988UXS09Nr/H4hhGhMEsKEaOFmzZrFvHnz/N+/8cYb3HPPPY06hlOnTvH0009z44030r9//zpfJykpiSlTpvDyyy+zf//+s75369atzJ49m7lz557TZwohREORwnwhWon777+fJUuW+L9/+OGHWbRoUaN89syZM3n++efZvn07gwcPPqdrHT9+nE6dOnHjjTfy7rvvVvqeI0eOcOGFFzJmzBjeffddFEU5p88UQoiGICFMiFbEN4vk8+STT/LQQw816Gc6HA46dOhAx44dz2kpMtDll1/Opk2bOHr0KO3atQt6LTc3l4suuoioqCi+/PJLwsLC6uUzhRCivslypBCtyPLly7n55pv938+ePZuXXnqpRudmZmaiKArnn38+e/bs4dZbbyUlJQWr1UqnTp2YN29epUX/a9asIS8vj9/97neVXveWW25BURQWLFhQ4bVvvvmG8PBw2rRpw969e/3Hb775ZtxuN6tWrQp6v8vl4oYbbsDhcPDhhx9KABNCNGkSwoRoRVRV5Y033uC6667zH5s+fTqrV6+u9twffvgBAI/Hw/nnn89nn33GhRdeyMiRIzl27Bjz58/niSeeqHDexx9/DMDYsWMrve78+fOxWCwsWbKEvLw8//Gff/6Za6+9FoB//vOf9O7d2/+a71qffPJJ0LWmTZvGV199xaOPPsrhw4f59ttv+fbbb/1jF0KIJkUXQrQ6JSUl+uWXX64DOqCbTCZ97dq1Zz3nySef9L9/woQJelFRkf+1NWvW6IAeGRkZdFzXdb1du3a62WzWHQ5Hlde+8847dUCfN2+eruu6fvr0ab1bt266yWTS//GPf1R6TkJCgm6z2fTi4mL/sdTUVP8YA79SU1Or+ScihBCNT2bChGiFbDYbH374IRdddBFg9NO66aab+Pzzz6s8xzebNHr0aFatWkV4eLj/tRtvvJEBAwZQWFjIgQMH/MdPnz7NqVOn6Nix41mXBh999FHCwsJYunQpx48f55prruHgwYO89NJLQbN2gXr16oXT6WTPnj3+Y0eOHEHX9QpfR44cqdE/FyGEaEwSwoRopcLDw7niiiv837tcrqC6q/K2b98OwOLFi1HViv/q8DVEPX36tP+Y7//HxcWddSwdOnRg+vTp5OXlMWjQILZu3cqjjz7KlClTqjwnPj4eMGrVhBCiOZIQJkQr9eqrr/L444/7v3/kkUeq7B9WUFDAgQMHSElJ8c+eledwOIDgrYN8NV5RUVHVjue+++5DVVXOnDnD7bffzvz588/6/ujoaMB4GlIIIZojCWFCtEIfffQRU6dO9X9/xx13sHDhwirfv3PnTnRdZ+jQoZW+rus627Ztw26306tXL//xmJgYwAhxZ6PrOrNmzfLvc2k2V7+trS/gxcbGVvteIYRoiiSECdHKfP3114wfP97fTuKGG25g+fLlZz3HVw/mm30q74svviAzM5PLL788qFYsMTERgOzs7LNe/4EHHuCdd97hqquuIikpiVWrVvHzzz+f9ZycnBwA2rZte9b3CSFEUyUhTIhW5Mcff+Saa66hpKQEgEsuuYS//e1vldZ4BfLVg1VW4K5pGo899hgADz74YNBriYmJtG/fnqNHj/qXK8t77rnnePbZZxk+fDhr1qxh9uzZeDweHn300bOOae/evdhsNs4777yzvk8IIZoqCWFCtBJHjhzhV7/6lX8Zb8iQIXz44YfYbLZqz/XNhG3evJmNGzf6j5eUlDB58mS+/fZbJk2axOjRoyucO3r0aLxeb6W9utasWcN9991Ht27d+PjjjwkPD2fKlCkkJyfz3nvvsWPHjkrHc/DgQbKyshg+fDh2u70Gdy+EEE2PhDAhWoHTp0/zP//zP5w8eRKAHj16sG7duhoVzLtcLnbv3k3nzp257rrruOKKK7jiiiu48cYbSU1NZdWqVVx22WVVdt6/+uqrAYLCG8CmTZuYMGECCQkJrFu3zr+saLfbefjhh9F1nTlz5lR6Td+1fNcWQojmSPaOFKKFKygo4JJLLmHbtm2A0Q5iy5YtpKam1uj87du3M3ToUK6//npWr17NH//4R9auXUteXh69e/dm8uTJ3HXXXVUW0xcXF5OUlERycjJpaWkA7N69m4suugiXy8WGDRu44IILgs5xuVx0796do0eP8vXXXzNq1Kig1y+77DK+/vrrSveOFEKI5qL6R5CEEM2Wy+Xi+uuv9wewuLg4PvvssxoHMCirBxsyZAgREREsW7aMZcuW1fj8sLAwJk2axNKlS9m2bRtDhw6lT58+/sL6ylitVtLT0yt97dixY2zcuJEbb7xRApgQolmT5UghWihN07j11ltZv349YDRn/fjjj+nXr1+truOr5Ro8eHCdx/Lwww8TGRnJ4sWL63wNn6effhpVVavtIyaEEE2dhDAhWqjp06ezZs0awOi7tWbNGkaOHFnr6/hC2JAhQ+o8lsTERB544AHWrl3Lrl276nydkydPsnLlSu64446gfmRCCNEcSU2YEC3Q0qVLue++++rlWhEREURGRpKRkVEv1xNCCGGQmTAhWqCqWjvUxapVqySACSFEA5DCfCFaoKSkpHpbrquqS74QQohzI8uRQgghhBAhIMuRQgghhBAhICFMCCGEECIEJIQJIYQQQoSAhDAhhBBCiBCQECaEEEIIEQISwoQQQgghQkBCmBBCCCFECEgIE0IIIYQIAQlhQgghhBAhICFMCCGEECIE/j/p+efucBYmZQAAAABJRU5ErkJggg==", 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" ] @@ -264,7 +264,7 @@ }, { "data": { - "image/png": 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", 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" ] @@ -293,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -301,7 +301,7 @@ "output_type": "stream", "text": [ "Two qubit depolarising error: 0.02133\n", - "Estimated two qubit depolarising error: 0.02102\n" + "Estimated two qubit depolarising error: 0.02323\n" ] } ], diff --git a/supermarq-benchmarks/supermarq/qcvv/base_experiment.py b/supermarq-benchmarks/supermarq/qcvv/base_experiment.py index 583c9cf7f..cea3cda9c 100644 --- a/supermarq-benchmarks/supermarq/qcvv/base_experiment.py +++ b/supermarq-benchmarks/supermarq/qcvv/base_experiment.py @@ -504,38 +504,27 @@ def results_from_records(self, records: dict[uuid.UUID, dict[str, int]]) -> Resu if uid not in samples_dict: break sample = samples_dict[uid] - bitstrings = [format(k, f"0{self.num_qubits}b") for k in range(2**self.num_qubits)] - # Check if any of the provided bitstrings are invalid. - if any(k not in bitstrings for k in counts.keys()): - warnings.warn( - f"Some counts provided in the record with ID {uid} have invalid bitstrings, " - "these will be ignored." + try: + if any(not isinstance(c, int) for c in counts.values()): + raise ValueError("Counts must be integer.") + if any(c < 0 for c in counts.values()): + raise ValueError("Counts must be positive.") + if sum(counts.values()) == 0: + raise ValueError("No non-zero counts.") + + probabilities = self._canonicalize_probabilities( + {key: count / sum(counts.values()) for key, count in counts.items()}, + self.num_qubits, ) - # Check all counts are positive intergers - if any(not isinstance(c, int) or c < 0 for c in counts.values()): - raise ValueError( - f"Some counts provided for record with ID {uid} are not positive integers." - ) - # Drop invalid bitstrings - counts = {bitstring: counts.get(bitstring, 0) for bitstring in bitstrings} - # Convert to probabilities - total_count = sum(counts.values()) - if total_count == 0: - warnings.warn( - f"Record with ID {uid} contains no valid, non-zero counts. This record" - "will be ignored." - ) - break - else: - probability = { - bitstring: count / total_count for bitstring, count in counts.items() - } + except (ValueError, RuntimeError) as e: + warnings.warn(f"Processing sample {str(sample.uuid)} raised error. {e}") + continue # Skip this record # Add to results data - results_data.append({**sample.data, **probability}) + results_data.append({**sample.data, **probabilities}) return self._results_cls( - target="Records", + target="records", experiment=self, data=pd.DataFrame(results_data), ) diff --git a/supermarq-benchmarks/supermarq/qcvv/base_experiment_test.py b/supermarq-benchmarks/supermarq/qcvv/base_experiment_test.py index b3385f458..4406308bf 100644 --- a/supermarq-benchmarks/supermarq/qcvv/base_experiment_test.py +++ b/supermarq-benchmarks/supermarq/qcvv/base_experiment_test.py @@ -559,6 +559,7 @@ def test_results_from_records(abc_experiment: ExampleExperiment) -> None: def test_results_from_records_bad_input(abc_experiment: ExampleExperiment) -> None: samples = abc_experiment.samples + samples[0].uuid = uuid.UUID("0e9421da-3700-42e9-9281-a0e24cc0986c") # Warn for missing samples with pytest.warns( UserWarning, @@ -584,8 +585,8 @@ def test_results_from_records_bad_input(abc_experiment: ExampleExperiment) -> No with pytest.warns( UserWarning, match=re.escape( - f"Some counts provided in the record with ID {samples[0].uuid} have invalid " - "bitstrings, these will be ignored." + "Processing sample 0e9421da-3700-42e9-9281-a0e24cc0986c raised error. The key " + "contains the wrong number of bits. Got 3 entries but expected 2 bits." ), ): abc_experiment.results_from_records({samples[0].uuid: {"001": 10}}) @@ -594,26 +595,27 @@ def test_results_from_records_bad_input(abc_experiment: ExampleExperiment) -> No with pytest.warns( UserWarning, match=re.escape( - f"Record with ID {samples[0].uuid} contains no valid, non-zero counts. This record" - "will be ignored." + "Processing sample 0e9421da-3700-42e9-9281-a0e24cc0986c raised error. No " + "non-zero counts." ), ): - abc_experiment.results_from_records({samples[0].uuid: {"001": 10}}) + abc_experiment.results_from_records({samples[0].uuid: {"01": 0}}) - # Raise exception for non positive integer counts - with pytest.raises( - ValueError, + # Warn for non positive integer counts + with pytest.warns( + UserWarning, match=re.escape( - f"Some counts provided for record with ID {samples[0].uuid} are not " - "positive integers." + "Processing sample 0e9421da-3700-42e9-9281-a0e24cc0986c raised error. Counts " + "must be positive." ), ): abc_experiment.results_from_records({samples[0].uuid: {"01": -10}}) - with pytest.raises( - ValueError, + + with pytest.warns( + UserWarning, match=re.escape( - f"Some counts provided for record with ID {samples[0].uuid} are not " - "positive integers." + "Processing sample 0e9421da-3700-42e9-9281-a0e24cc0986c raised error. Counts " + "must be integer." ), ): abc_experiment.results_from_records(